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🦜🔗 Build context-aware reasoning applications
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Data and code behind the articles and graphics at FiveThirtyEight
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Automatic extraction of relevant features from time series:
Visualizations for machine learning datasets
A scikit-learn compatible neural network library that wraps PyTorch
Repo for the Deep Learning Nanodegree Foundations program.
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
Home for Elasticsearch examples available to everyone. It's a great way to get started.
InferSent sentence embeddings
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
A curated list of awesome embedding models tutorials, projects and communities.
Distributed deep learning on Hadoop and Spark clusters.
Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)
Neural Turing Machines (NTM) - PyTorch Implementation
Transfer learning for music classification and regression tasks
Some example scripts on pytorch
Sentiment analysis challenge for Datalogue recruiting
Computer and Humans Learn Mutually (Fast way to label text)
