Jack Stark's repositories
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
100-Days-Of-ML-Code
100 Days of ML Coding
BERT-pytorch
Google AI 2018 BERT pytorch implementation
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
end2end-all-conv
全图分类 End-to-end training for breast cancer diagnosis using deep all convolutional networks
fast-style-transfer
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。
growth-in-action
全栈增长工程师实战
jddc_solution_4th
2018-JDDC大赛第4名的解决方案
keras-docs-zh
Chinese (zh-cn) translation of the Keras documentation.
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
tencent-ml-images
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
tensorflow-build
TensorFlow binaries supporting AVX, FMA, SSE
TensorFlow-Tutorials-Chinese
TensorFlow 中文教程 (Chinese Tutorials)
transparent_latent_gan
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
vid2vid
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100
wtfpython
A collection of surprising Python snippets and lesser-known features.