https://github.com/pratjz/Resources

Resources
https://github.com/pratjz/Resources

algorithms artificial-intelligence bitcoin blockchain cryptocurrency data-science data-structures deep-learning freelance machine-learning macos mooc programming python quantum-computing r reading-list scala spark sql

Last synced: 8 days ago
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Resources

• Host: GitHub
• URL: https://github.com/pratjz/Resources
• Owner: pratjz
• Created: 2017-12-08T10:44:45.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2019-02-13T06:57:20.000Z (almost 6 years ago)
• Last Synced: 2024-08-13T07:04:11.112Z (4 months ago)
• Topics: algorithms, artificial-intelligence, bitcoin, blockchain, cryptocurrency, data-science, data-structures, deep-learning, freelance, machine-learning, macos, mooc, programming, python, quantum-computing, r, reading-list, scala, spark, sql
• Size: 8.91 MB
• Stars: 25
• Watchers: 2
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• jimsghstars - pratjz/Resources - Resources (Others)

README

        
# My Reading Lists of Machine Learning, Natural Language Processing and etc

## Table of Contents

1. [Machine, Deep and Reinforcement Learning Courses, Books and etc.](/readme/ml_dl_rl.md)

2. [Natural Language Processing](/readme/nlp/)

    1. [Machine Translation](/readme/nlp/machine_translation.md)

    2. [Machine Comprehension, QA and NLU](/readme/nlp/machine_comprehension.md)

    3. [Dialogue, Conversation and Chatbot System](/readme/nlp/dialogue_system.md)

    4. [Commonsense Knowledge Base, Knowledge Base Completion and Representation](/readme/nlp/commonsense.md)

    5. [Sequence Labeling (POS, Chunking, NER, Punctuation Restoration, SRL and etc.)](/readme/nlp/sequence_labeling.md)

    6. [Sentiment Analysis and Stance Detection](/readme/nlp/sentiment_analysis.md)

    7. [Natural Language Inference and Text Summarization](/readme/nlp/nli_summarization.md)

    8. [Anaphora Resolution, Dependency Parser, Discourse Relation and etc.](/readme/nlp/anaphora_parser.md)

    9. [Text, Sentence and Document Classification](/readme/nlp/text_classification.md)

    10. [Embeddings, Interpretability and Disambiguation](/readme/nlp/embeddings.md)

    11. [Others](/readme/nlp/others.md)

4. [General](/readme/general/)

    1. [Recurrent Neural Network](/readme/general/rnn.md)

    2. [Convolutional Neural Network and Computer Vision](/readme/general/cnn_vision.md)

    3. [Neural Network Optimization](/readme/general/optimization.md)

    4. [NTM, Capsule, Autoencoder, Highway, Residual and GAN](/readme/general/other_networks.md)

    5. [Siamese Networks and One-shot Learning](/readme/general/siamese_one_shot.md)

    6. [Social Network Rrpresentation](/readme/general/social.md)

    7. [Multi-task and Others](/readme/general/multi_others.md)

5. [Reinforcement Learning](/readme/reinforcement.md)

6. [Extreme Learn Machines](/readme/extreme_learning.md)

7. [Coding Books and Other Resources for Machine Learning](/readme/coding.md)