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: 3 months ago
JSON representation
Resources
- Host: GitHub
- URL: https://github.com/pratjz/Resources
- Owner: pratjz
- Created: 2017-12-08T10:44:45.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2019-02-13T06:57:20.000Z (over 6 years ago)
- Last Synced: 2024-12-04T00:32:36.022Z (11 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: 29
- Watchers: 2
- Forks: 7
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- 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)