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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python programs, usually short, of considerable difficulty, to perfect particular skills.
100-Days-Of-ML-Code中文版
A High-Quality Real Time Upscaler for Anime Video
Data and code behind the articles and graphics at FiveThirtyEight
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
Simple tutorials using Google's TensorFlow Framework
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
line drawing colorization using chainer
Fast and flexible AutoML with learning guarantees.
Simple chat program that communicates using inaudible sounds
Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）
A clear, concise, simple yet powerful and efficient API for deep learning.
Dynamic seq2seq in TensorFlow, step by step
Interactive Web Plotting with Bokeh in IPython notebook
Slides and code from our TensorFlow workshop.
Urban sound classification using Deep Learning