Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https-github.com-endymecy-awesome-deeplearning-resources
https://github.com/vohoaiviet/https-github.com-endymecy-awesome-deeplearning-resources
- `pdf`
- `arxiv`
- `arxiv` - Gans)
- `pdf` - implementation)
- `arxiv`
- `pdf`
- Aligning the fastText vectors of 78 languages
- Available pretrained word embeddings
- Inception-v3 of imagenet
- Caffe2 Model Repository
- Berkeley
- Berkeley
- CUHK
- CMU
- CMU
- Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville - chinese)
- Deep Learning Tutorial by LISA lab, University of Montreal
- Documentation on all topics that I learn on both Artificial intelligence and machine learning.
- Interpretable Machine Learning
- UFLDL Tutorial 1
- UFLDL Tutorial 2
- Deep Learning for NLP (without Magic)
- A Deep Learning Tutorial: From Perceptrons to Deep Networks
- Deep Learning from the Bottom up
- Theano Tutorial
- TensorFlow tutorials
- Deep Learning library for Theano and TensorFlow.
- Descriptive Deep Learning.
- Deep learning framework by the BVLC
- The Microsoft Cognitive Toolkit.
- A modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++.
- Tensors and Dynamic neural networks in Python with strong GPU acceleration.
- Machine learning in Python.
- Semi-supervised learning frameworks for Python
- An open source software library for numerical computation using data flow graph by Google
- 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
- Attention mechanism Implementation for Keras.
- Automated deep neural network design with genetic programming
- Attention based Neural Machine Translation 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
- 15 AI and Machine Learning Events
- 188 examples of artificial intelligence in action
- A curated list of automated machine learning papers, articles, tutorials, slides and projects
- 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 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
- A list of artificial intelligence tools you can use today
- 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
- 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
- 中文对白语料 chinese conversation corpus
- 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
- 联合国平行语料库
- 保险行业语料库
- 用于训练中英文对话系统的语料库 Datasets for Training Chatbot System
- PTT 八卦版問答中文語料
- 3 Million Instacart Orders, Open Sourced
- ACM Multimedia Systems Conference Dataset Archive
- A dataset for book recommendations: ten thousand books, one million ratings
- A dataset for personalized highlight detection
- A dataset of 200k English plaintext jokes.
- 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
- Alphabetical list of free/public domain datasets with text data for use in NLP
Programming Languages
Keywords
deep-learning
11
tensorflow
6
machine-learning
6
nlp
5
python
4
corpus
4
dataset
4
keras
4
awesome
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pytorch
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neural-network
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data-science
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list
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automl
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neural-architecture-search
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dialog
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convolutional-neural-networks
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chatbot
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sentence-classification
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multi-label
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multi-class
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memory-networks
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fasttext
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cnn-model
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sentiment-classification
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image-detection
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theano
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twitter
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neural-networks
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c-plus-plus
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c-sharp
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cntk
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cognitive-toolkit
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distributed
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java
1
face-alignment
1
face-detection
1