Table of Contents

• `pdf`
• `arxiv`
• `arxiv` - Gans)
• `pdf` - implementation)
• `arxiv`
• `pdf`
• Inception-v3 of imagenet
• CUHK
• CMU
• CMU
• Theano Tutorial
• Deep Learning Crash Course
• Documentation on all topics that I learn on both Artificial intelligence and machine learning.
• Deep Learning and the Game of Go
• Deep Learning for Search
• Deep Learning with PyTorch
• Deep Reinforcement Learning in Action
• Grokking Deep Reinforcement Lerning
• Grokking Deep Learning for Computer Vision
• Probabilistic Deep Learning with Python
• Math and Architectures of Deep Learning
• Inside Deep Learning
• Engineering Deep Learning Platforms
• Deep Learning with R, Second Edition
• Regularization in Deep Learning
• Jax in Action
• UFLDL Tutorial 1
• UFLDL Tutorial 2
• A Deep Learning Tutorial: From Perceptrons to Deep Networks
• Deep Learning from the Bottom up
• Deep Learning with R in Motion
• Grokking Deep Learning in Motion
• Machine Learning, Data Science and Deep Learning with Python
• Deep Learning library for Theano and TensorFlow.
• Deep learning framework by the BVLC
• A modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++.
• An open source software library for numerical computation using data flow graph by Google
• 15 AI and Machine Learning Events
• 188 examples of artificial intelligence in action
• A curated list of awesome Machine Learning frameworks, libraries and software.
• A curated list of awesome places to learn and/or practice algorithms.
• A curated list of awesome R packages and tools
• A list of artificial intelligence tools you can use today
• 搜狗实验室
• 情感分析︱网络公开的免费文本语料训练数据集汇总
• 中文情感分析用词语集
• 人民日报切分/标注语料库
• 哈工大信息检索研究中心(HIT CIR)语言技术平台共享资源
• 中文句结构树资料库
• A dataset for book recommendations: ten thousand books, one million ratings
• A large-scale and high-qualityFMA: A Dataset For Music Analysis dataset of annotated musical notes.
• A large-scale dataset of manually annotated audio events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• Deep Learning from the Bottom up
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• Deep Learning with PyTorch, Second Edition
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• 15 AI and Machine Learning Events
• Available pretrained word embeddings
• `pdf`
• `pdf` - implementation)
• Berkeley
• CMU
• Interpretable Machine Learning
• Deep Learning with Python, Third Edition
• UFLDL Tutorial 2
• TensorFlow tutorials
• Descriptive Deep Learning.
• The Microsoft Cognitive Toolkit.
• Semi-supervised learning frameworks for Python
• 2D and 3D Face alignment library build using pytorch
• Adversarial Autoencoders
• A implementation of WaveNet with fast generation
• A fast and differentiable QP solver for PyTorch.
• A method to generate speech across multiple speakers
• A model for style-specific music generation
• A natural language processing toolkit using state-of-the-art deep learning models.
• 使用PyTorch实现Char RNN生成古诗和周杰伦的歌词
• CNN-yelp-challenge-2016-sentiment-classification
• Deep learning tutorial for PyData
• Deep Neural Network for Sentiment Analysis on Twitter
• Implementations of many popular deep learning models in Theano+Lasagne
• A generic image detection program that uses tensorflow and a pre-trained Inception.
• All kinds of text classificaiton models and more with deep learning
• Applying transfer learning to a custom dataset by retraining Inception's final layer
• An easy implement of VGG19 with tensorflow, which has a detailed explanation.
• An experimentation system for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
• An implementation of Pix2Pix in Tensorflow for use with frames from films
• A DCGAN to generate anime faces using custom mined dataset
• A facial expression classification system that recognizes 6 basic emotions: happy, sad, surprise, fear, anger and neutral.
• A neural network trained to help writing neural network code using autocomplete
• Automated deep neural network design with genetic programming
• Attention based Neural Machine Translation for Keras
• Keras Implementation of Ladder Network for Semi-Supervised Learning
• A curated list of automated machine learning papers, articles, tutorials, slides and projects
• A curated list of awesome SLAM tutorials, projects and communities.
• A curated list of resources dedicated to bridge between coginitive science and deep learning
• A curated list of resources dedicated to Natural Language Processing (NLP)
• A curated list of resources for NLP (Natural Language Processing) for Chinese
• Another curated list of deep learning resources
• A list of deep learning implementations in biology
• Awesome-2vec
• Awesome Action Recognition
• 用于对话系统的中英文语料
• 哈工大信息检索研究中心(HIT CIR)语言技术平台共享资源
• 中文语料小数据：Some useful Chinese corpus datasets
• 中文人名语料库。中文姓名,姓氏,名字,称呼,日本人名,翻译人名,英文人名
• PTT 八卦版問答中文語料
• A dataset for personalized highlight detection
• A dataset of 200k English plaintext jokes.
• Alphabetical list of free/public domain datasets with text data for use in NLP
• Synthical - AI-powered collaborative research environment. You can use it to get recommendations of articles based on reading history, simplify papers, find out what articles are trending, search articles by meaning (not just keywords), create and share folders of articles, see lists of articles from specific companies and universities, and so on.
• Aligning the fastText vectors of 78 languages
• Berkeley
• The RLHF Book
• A Deep Learning Tutorial: From Perceptrons to Deep Networks
• Regularization in Deep Learning
• 情感分析︱网络公开的免费文本语料训练数据集汇总
• Berkeley
• 中文对白语料 chinese conversation corpus
• 保险行业语料库
• Attention mechanism Implementation for Keras.
• 使用MXNet的动态图接口Gluon实现Char RNN生成古诗和周杰伦的歌词
• Time Series Forecasting Using Foundation Models
• 联合国平行语料库