Liang's repositories
100-Days-Of-ML-Code
100 Days of ML Coding
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
deepbayes-2018
Seminars DeepBayes Summer School 2018
DeepLearningTutorials
Deep Learning与PyTorch入门实战视频教程
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
fonduer
:newspaper: a knowledge base construction engine for richly formatted data
ILearnDeepLearning.py
This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
interpretable_machine_learning_with_python
Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
lihang-code
《统计学习方法》的代码实现
machine-learning-code-writing
Mathematical derivation and pure Python code implementation of machine learning algorithms.
Machine-Learning-Notes
周志华《机器学习》手推笔记
ML-Tutorial-Experiment
Coding the Machine Learning Tutorial for Learning to Learn
mlss2018-madrid-gan
MLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)
models
Models and examples built with TensorFlow
Object-detection
Object detection project for real-time (webcam) and offline (video processing) application.
poibin
Poisson Binomial Probability Distribution for Python
psych10-book
Source files for Statistical Thinking For the 21st Century
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
recommender-system
Build Recommender Systems with Machine Learning
snorkel
A system for quickly generating training data with weak supervision
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
TensorFlow2.0Tutorials
TensorFlow 2.0 version's Tutorials and Examples, CNN, RNN, GAN tutorials, etc. TF 2.0版入门实例代码，实战教程。
Virgilio
Your new Mentor for Data Science E-Learning.