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Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_large_adam.py
train_gpt2_large_adam.py
.py
967
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_large_adam.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_large_adam.py
5462780781bab669b824230ad458c426550634fe
Python
2026-05-04T01:12:36.262667
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-large-adam-100k' # these make the total batch size be ~0.5M # 6 batch size * 1024 block size * 10 gradaccum * 8 GPUs = 491,520 batch_size = 4 block_size = 1024 gradient_accumulation_steps = 12 n_layer = 36 n_head = 20 n_embd = 1280 dropout = 0.0 # for pre...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_large_sophiag.py
train_gpt2_large_sophiag.py
.py
1,002
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_large_sophiag.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_large_sophiag.py
88c16e02728f21aaf5b1cf4e33897ed29118a3d8
Python
2026-05-04T01:12:37.575308
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-large-sophiag-100k' # these make the total batch size be ~0.5M # 6 batch size * 1024 block size * 10 gradaccum * 8 GPUs = 491,520 batch_size = 4 block_size = 1024 gradient_accumulation_steps = 12 n_layer = 36 n_head = 20 n_embd = 1280 dropout = 0.0 # for ...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_medium_adam.py
train_gpt2_medium_adam.py
.py
968
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_medium_adam.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_medium_adam.py
b244ff31834f724d22096526296c12a6381ebd0c
Python
2026-05-04T01:12:38.906567
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-medium-adam-100k' # these make the total batch size be ~0.5M # 6 batch size * 1024 block size * 10 gradaccum * 8 GPUs = 491,520 batch_size = 6 block_size = 1024 gradient_accumulation_steps = 8 n_layer = 24 n_head = 16 n_embd = 1024 dropout = 0.0 # for pre...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_medium_sophiag.py
train_gpt2_medium_sophiag.py
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1,004
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_medium_sophiag.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_medium_sophiag.py
adaa60d27ec7a6482b0834b7d05d599bfa311385
Python
2026-05-04T01:12:40.436903
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-medium-sophiag-100k' # these make the total batch size be ~0.5M # 6 batch size * 1024 block size * 10 gradaccum * 8 GPUs = 491,520 batch_size = 10 block_size = 1024 gradient_accumulation_steps = 6 n_layer = 24 n_head = 16 n_embd = 1024 dropout = 0.0 # for...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_small_adam.py
train_gpt2_small_adam.py
.py
926
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_small_adam.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_small_adam.py
967f480e2c1de2ae07da5442c229cc93351032ae
Python
2026-05-04T01:12:41.774198
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-small-adam-100k' # these make the total batch size be ~0.5M # 8 batch size * 1024 block size * 6 gradaccum * 10 GPUs = 491,520 batch_size = 8 block_size = 1024 gradient_accumulation_steps = 6 n_layer = 12 n_head = 12 n_embd = 768 dropout = 0.0 # for pretr...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
config/train_gpt2_small_sophiag.py
train_gpt2_small_sophiag.py
.py
978
https://github.com/Liuhong99/Sophia/blob/main/config/train_gpt2_small_sophiag.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/config/train_gpt2_small_sophiag.py
a6bdc517f00e11c662257ebc6175b465cfe018bd
Python
2026-05-04T01:12:43.002923
wandb_log = True wandb_project = 'sophia' wandb_run_name='gpt2-small-sophiag-100k' # these make the total batch size be ~0.5M # 8 batch size * 1024 block size * 6 gradaccum * 10 GPUs = 491,520 batch_size = 8 block_size = 1024 gradient_accumulation_steps = 6 total_bs = 480 n_layer = 12 n_head = 12 n_embd = 768 dropout...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
configurator.py
configurator.py
.py
1,758
https://github.com/Liuhong99/Sophia/blob/main/configurator.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/configurator.py
a8bba9599537cbb34b378399a077b525a87d497f
Python
2026-05-04T01:12:44.342508
""" Poor Man's Configurator. Probably a terrible idea. Example usage: $ python train.py config/override_file.py --batch_size=32 this will first run config/override_file.py, then override batch_size to 32 The code in this file will be run as follows from e.g. train.py: >>> exec(open('configurator.py').read()) So it's ...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
data/openwebtext/prepare.py
prepare.py
.py
2,493
https://github.com/Liuhong99/Sophia/blob/main/data/openwebtext/prepare.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/data/openwebtext/prepare.py
42c13ecdf362475268d5daa141d344c01dfc13b9
Python
2026-05-04T01:12:45.584517
# saves the openwebtext dataset to a binary file for training. following was helpful: # https://github.com/HazyResearch/flash-attention/blob/main/training/src/datamodules/language_modeling_hf.py import os from tqdm import tqdm import numpy as np import tiktoken from datasets import load_dataset # huggingface datasets ...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
model.py
model.py
.py
18,489
https://github.com/Liuhong99/Sophia/blob/main/model.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/model.py
5f190edab0ea972734880b8473c64f5d8bbfc4ad
Python
2026-05-04T01:12:47.102558
import math import inspect from dataclasses import dataclass from sophia import SophiaG import torch import torch.nn as nn from torch.nn import functional as F optimizer_dict = {'adamw': torch.optim.AdamW, 'sophiag': SophiaG } # @torch.jit.script # good to enable when not using tor...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
sophia.py
sophia.py
.py
7,381
https://github.com/Liuhong99/Sophia/blob/main/sophia.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/sophia.py
1e552809e5e8710532ead90dfc706048cc274123
Python
2026-05-04T01:12:48.448294
import math import torch from torch import Tensor from torch.optim.optimizer import Optimizer from typing import List, Optional class SophiaG(Optimizer): def __init__(self, params, lr=1e-4, betas=(0.965, 0.99), rho = 0.04, weight_decay=1e-1, *, maximize: bool = False, capturable: bool = False): ...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
train_adam.py
train_adam.py
.py
14,774
https://github.com/Liuhong99/Sophia/blob/main/train_adam.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/train_adam.py
7f89547c9810aee227c8d5415dc4888293b2806e
Python
2026-05-04T01:12:49.591563
import os import time import math import pickle from contextlib import nullcontext import numpy as np import torch from torch.nn.parallel import DistributedDataParallel as DDP from torch.distributed import init_process_group, destroy_process_group from model import GPTConfig, GPT # ----------------------------------...
Liuhong99/Sophia
https://github.com/Liuhong99/Sophia
https://api.github.com/repos/Liuhong99/Sophia
Liuhong99
Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
999
58
999
mit
main
2023-05-23T10:00:14
2026-05-03T07:47:47
[ "deep-learning", "large-language-models", "optimizer" ]
{ "Python": 71048 }
false
8
train_sophiag.py
train_sophiag.py
.py
20,308
https://github.com/Liuhong99/Sophia/blob/main/train_sophiag.py
https://raw.githubusercontent.com/Liuhong99/Sophia/main/train_sophiag.py
6895f1d29b13733a489b9d3164edd214b591cb47
Python
2026-05-04T01:12:50.857597
import os import time import math import pickle from contextlib import nullcontext import numpy as np import torch import torch.nn.functional as F from torch.nn.parallel import DistributedDataParallel as DDP from torch.distributed import init_process_group, destroy_process_group from model import GPTConfig, GPT import...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
__init__.py
__init__.py
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https://github.com/maximeraafat/BlenderNeRF/blob/main/__init__.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/__init__.py
e349533be429142d87747090e7abd466491dda4b
Python
2026-05-04T01:12:54.769099
import bpy from . import helper, blender_nerf_ui, sof_ui, ttc_ui, cos_ui, sof_operator, ttc_operator, cos_operator # blender info bl_info = { 'name': 'BlenderNeRF', 'description': 'Easy NeRF synthetic dataset creation within Blender', 'author': 'Maxime Raafat', 'version': (6, 0, 0), 'blender': (4,...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
blender_nerf_operator.py
blender_nerf_operator.py
.py
10,965
https://github.com/maximeraafat/BlenderNeRF/blob/main/blender_nerf_operator.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/blender_nerf_operator.py
ff32447face58bc67d8bcae8a273d569ee84ecdd
Python
2026-05-04T01:12:56.315299
import os import math import json import datetime import bpy # global addon script variables OUTPUT_TRAIN = 'train' OUTPUT_TEST = 'test' CAMERA_NAME = 'BlenderNeRF Camera' TMP_VERTEX_COLORS = 'blendernerf_vertex_colors_tmp' # blender nerf operator parent class class BlenderNeRF_Operator(bpy.types.Operator): # ...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
blender_nerf_ui.py
blender_nerf_ui.py
.py
1,681
https://github.com/maximeraafat/BlenderNeRF/blob/main/blender_nerf_ui.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/blender_nerf_ui.py
f17cc90124a0c5ce2524bb36b76db21b4f2bb0c2
Python
2026-05-04T01:12:57.486230
import bpy # blender nerf shared ui properties class class BlenderNeRF_UI(bpy.types.Panel): '''BlenderNeRF UI''' bl_idname = 'VIEW3D_PT_blender_nerf_ui' bl_label = 'BlenderNeRF shared UI' bl_space_type = 'VIEW_3D' bl_region_type = 'UI' bl_category = 'BlenderNeRF' def draw(self, context): ...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
cos_operator.py
cos_operator.py
.py
3,872
https://github.com/maximeraafat/BlenderNeRF/blob/main/cos_operator.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/cos_operator.py
29454ef21339bbfac14946f8e3879e87bed09a9f
Python
2026-05-04T01:12:59.693998
import os import shutil import bpy from . import helper, blender_nerf_operator # global addon script variables EMPTY_NAME = 'BlenderNeRF Sphere' CAMERA_NAME = 'BlenderNeRF Camera' # camera on sphere operator class class CameraOnSphere(blender_nerf_operator.BlenderNeRF_Operator): '''Camera on Sphere Operator''' ...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
cos_ui.py
cos_ui.py
.py
1,366
https://github.com/maximeraafat/BlenderNeRF/blob/main/cos_ui.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/cos_ui.py
3dbaa1eb597ba12996c1848e93817c60de7b586c
Python
2026-05-04T01:13:01.138308
import bpy # camera on sphere ui class class COS_UI(bpy.types.Panel): '''Camera on Sphere UI''' bl_idname = 'VIEW3D_PT_cos_ui' bl_label = 'Camera on Sphere COS' bl_space_type = 'VIEW_3D' bl_region_type = 'UI' bl_category = 'BlenderNeRF' bl_options = {'DEFAULT_CLOSED'} def draw(self, c...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
helper.py
helper.py
.py
8,840
https://github.com/maximeraafat/BlenderNeRF/blob/main/helper.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/helper.py
fa054dc8593a370f0e4d48bdebd7db4f56a6f017
Python
2026-05-04T01:13:02.638908
import os import shutil import random import math import mathutils import bpy from bpy.app.handlers import persistent # global addon script variables EMPTY_NAME = 'BlenderNeRF Sphere' CAMERA_NAME = 'BlenderNeRF Camera' ## property poll and update functions # camera pointer property poll function def poll_is_camera(...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
sof_operator.py
sof_operator.py
.py
2,844
https://github.com/maximeraafat/BlenderNeRF/blob/main/sof_operator.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/sof_operator.py
7137c96c05e8140cc6bc3a81aa21dafc3947eecc
Python
2026-05-04T01:13:03.975876
import os import shutil import bpy from . import blender_nerf_operator # subset of frames operator class class SubsetOfFrames(blender_nerf_operator.BlenderNeRF_Operator): '''Subset of Frames Operator''' bl_idname = 'object.subset_of_frames' bl_label = 'Subset of Frames SOF' def execute(self, context)...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
sof_ui.py
sof_ui.py
.py
723
https://github.com/maximeraafat/BlenderNeRF/blob/main/sof_ui.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/sof_ui.py
bdd0462cdc244405415132d5a70a5b2876fe624a
Python
2026-05-04T01:13:05.243093
import bpy # subset of frames ui class class SOF_UI(bpy.types.Panel): '''Subset of Frames UI''' bl_idname = 'VIEW3D_PT_sof_ui' bl_label = 'Subset of Frames SOF' bl_space_type = 'VIEW_3D' bl_region_type = 'UI' bl_category = 'BlenderNeRF' bl_options = {'DEFAULT_CLOSED'} def draw(self, c...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
ttc_operator.py
ttc_operator.py
.py
3,111
https://github.com/maximeraafat/BlenderNeRF/blob/main/ttc_operator.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/ttc_operator.py
fc04c97c55cedefb17362abdec231cd2abd8e4aa
Python
2026-05-04T01:13:06.452737
import os import shutil import bpy from . import blender_nerf_operator # train and test cameras operator class class TrainTestCameras(blender_nerf_operator.BlenderNeRF_Operator): '''Train and Test Cameras Operator''' bl_idname = 'object.train_test_cameras' bl_label = 'Train and Test Cameras TTC' def ...
maximeraafat/BlenderNeRF
https://github.com/maximeraafat/BlenderNeRF
https://api.github.com/repos/maximeraafat/BlenderNeRF
maximeraafat
BlenderNeRF
Easy NeRF synthetic dataset creation within Blender
998
74
998
mit
main
2022-07-11T21:09:11
2026-04-28T07:30:22
[ "addons", "ai", "blender", "computer-graphics", "computer-vision", "gaussian-splatting", "instant-ngp", "nerf", "neural-rendering", "python" ]
{ "Python": 42297 }
false
11
ttc_ui.py
ttc_ui.py
.py
850
https://github.com/maximeraafat/BlenderNeRF/blob/main/ttc_ui.py
https://raw.githubusercontent.com/maximeraafat/BlenderNeRF/main/ttc_ui.py
bde47190082c4ae9d47eee36ebc3ae30ff404bf4
Python
2026-05-04T01:13:07.783245
import bpy # train and test cameras ui class class TTC_UI(bpy.types.Panel): '''Train and Test Cameras UI''' bl_idname = 'VIEW3D_PT_ttc_ui' bl_label = 'Train and Test Cameras TTC' bl_space_type = 'VIEW_3D' bl_region_type = 'UI' bl_category = 'BlenderNeRF' bl_options = {'DEFAULT_CLOSED'} ...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray.py
o365spray.py
.py
128
https://github.com/0xZDH/o365spray/blob/master/o365spray.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray.py
9d680e59bc75f1280b2e481b5f53d8f99a48d07b
Python
2026-05-04T01:13:11.879963
#!/usr/bin/env python3 # -*- coding: utf-8 -*- if __name__ == "__main__": from o365spray.__main__ import main main()
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/__init__.py
__init__.py
.py
101
https://github.com/0xZDH/o365spray/blob/master/o365spray/__init__.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/__init__.py
e150733b03373dbb766dc64d142dd3139a25098f
Python
2026-05-04T01:13:13.217975
#!/usr/bin/env python3 _V_MAJ = 3 _V_MIN = 0 _V_MNT = 4 __version__ = f"{_V_MAJ}.{_V_MIN}.{_V_MNT}"
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/__main__.py
__main__.py
.py
9,788
https://github.com/0xZDH/o365spray/blob/master/o365spray/__main__.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/__main__.py
0c70664191f93a54b58a4c7ede7545a2bd11ab60
Python
2026-05-04T01:13:14.644653
#!/usr/bin/env python3 import argparse import logging import os import sys import time from pathlib import Path from random import randint from o365spray import __version__ from o365spray.core.handlers.enumerator import enumerate from o365spray.core.handlers.sprayer import spray from o365spray.core.handlers.validator...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/base.py
base.py
.py
2,996
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/base.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/base.py
12b9ef9832825349c48db3dfa661c25107d2a40e
Python
2026-05-04T01:13:15.984800
#!/usr/bin/env python3 import logging import time import requests # type: ignore import urllib3 # type: ignore from random import randint from typing import ( Any, Dict, List, Union, ) from o365spray.core.utils import ( Defaults, Helper, ) urllib3.disable_warnings(urllib3.exceptions.Insecu...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/enumerate.py
enumerate.py
.py
2,981
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/enumerate.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/enumerate.py
03e02f26ba7bc1682af71df4bfcdb79fdc2a9963
Python
2026-05-04T01:13:17.187388
#!/usr/bin/env python3 import argparse import asyncio import importlib import logging import signal import sys from pathlib import Path from o365spray.core.utils import ( Defaults, Helper, ) def enumerate(args: argparse.Namespace, output_dir: str) -> object: """Run user enumeration against a given domai...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/modules/autodiscover.py
autodiscover.py
.py
3,157
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/modules/autodiscover.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/modules/autodiscover.py
e48b237c3b3813db5d98c07afe594c0ff5b07e4f
Python
2026-05-04T01:13:18.336990
#!/usr/bin/env python3 import logging import time from o365spray.core.handlers.enumerator.modules.base import EnumeratorBase from o365spray.core.utils import ( Defaults, Helper, text_colors, ) class EnumerateModule_autodiscover(EnumeratorBase): """Autodiscover Enumeration module class""" def __...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/modules/autologon.py
autologon.py
.py
5,492
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/modules/autologon.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/modules/autologon.py
7feb01dd22f17c055d6ae74248f15e7dd44b1596
Python
2026-05-04T01:13:20.175236
#!/usr/bin/env python3 import logging import time from datetime import ( datetime, timedelta, ) from uuid import uuid4 from o365spray.core.handlers.enumerator.modules.base import EnumeratorBase from o365spray.core.utils import ( Defaults, Helper, text_colors, ) class EnumerateModule_autologon(En...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/modules/base.py
base.py
.py
6,723
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/modules/base.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/modules/base.py
9d0cce8e73c128746de71ec925e8dd01fc8c0424
Python
2026-05-04T01:13:21.609335
#!/usr/bin/env python3 import asyncio import concurrent.futures import concurrent.futures.thread import logging import urllib3 # type: ignore from functools import partial from typing import ( Dict, List, Union, ) from o365spray.core.handlers.base import BaseHandler from o365spray.core.utils import ( ...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/modules/oauth2.py
oauth2.py
.py
4,184
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/modules/oauth2.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/modules/oauth2.py
915c5f04fe7eb03fff1fdc6f881a2647070f5d5e
Python
2026-05-04T01:13:22.841774
#!/usr/bin/env python3 import logging import time from o365spray.core.handlers.enumerator.modules.base import EnumeratorBase from o365spray.core.utils import ( Defaults, Helper, text_colors, ) class EnumerateModule_oauth2(EnumeratorBase): """oAuth2 Enumeration module class""" def __init__(self,...
0xZDH/o365spray
https://github.com/0xZDH/o365spray
https://api.github.com/repos/0xZDH/o365spray
0xZDH
o365spray
Username enumeration and password spraying tool aimed at Microsoft O365.
997
119
997
mit
master
2019-08-07T14:47:45
2026-04-28T07:50:39
[ "enumeration", "password-spray", "pentest", "pentesting-tools", "python", "python3", "security", "security-tools" ]
{ "Python": 123401 }
false
7
o365spray/core/handlers/enumerator/modules/office.py
office.py
.py
5,438
https://github.com/0xZDH/o365spray/blob/master/o365spray/core/handlers/enumerator/modules/office.py
https://raw.githubusercontent.com/0xZDH/o365spray/master/o365spray/core/handlers/enumerator/modules/office.py
cb771fe61cedfe297cfd21676cf6e7c6f98dc680
Python
2026-05-04T01:13:24.270454
#!/usr/bin/env python3 import logging import time from o365spray.core.handlers.enumerator.modules.base import EnumeratorBase from o365spray.core.utils import ( Defaults, Helper, text_colors, ) class EnumerateModule_office(EnumeratorBase): """Office Enumeration module class""" def __init__(self,...
End of preview. Expand in Data Studio

github-mini

A dataset consisting of source code from GitHub repositories.

Dataset Curation

  • Source: GitHub repositories with 500 to 99,999+ stars.
  • Licenses: Filtered for MIT and Apache-2.0.
  • Focus: Source code across multiple programming languages.

Dataset Structure

Each record in the dataset contains the following fields:

  • repo_full_name: The full name of the repository (owner/name).
  • repo_url: Direct link to the GitHub repository.
  • stars: Number of stars at the time of parsing.
  • license: Repository license (mit or apache-2.0).
  • file_path: Path to the file within the repository.
  • language: The programming language of the file.
  • parsed_at: Timestamp when the file was processed.
  • text: The raw source code content.
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