awesome-ML-NLP
A curated list of awesome resources for research about Machine Learning and Natural Language Processing. it includes lot of useful libraries and on-going conferences.
https://github.com/team-sakata/awesome-ML-NLP
Last synced: 1 day ago
JSON representation
-
Conferences, Programmes and Events
- ICML - The International Conference on Machine Learning
- ICLR - The International Conference on Learning Representations
- ACL - Annual Meeting of the Association for Computational Linguistics
- EMNLP - The Conference on Empirical Methods in Natural Language Processing
- NAACL - The North American Chapter of the Association for Computational Linguistics
- CVPR - The Computer Vision and Pattern Recognition Conference
- ICCV - The International Conference on Computer Vision
- ECCV - The European Conference on Computer Vision
- KDD - The international conference on Knowledge Discovery and Data mining
- Web Conference - The international conference on the topics related to World Wide Web
- SIGIR - The international conference on research and development in information retrieval
- AAAI - The conference on artificial intelligence
- IJCAI - The International Joint Conference on Artificial Intelligence
- NAACL - The North American Chapter of the Association for Computational Linguistics
-
Books, Slides and Review papers
-
Journals
-
Libraries, Softwares
- pytorch - Python package providing Tensors that can live either on the CPU or the GPU and accelerates the computation by a huge amount and a way of building neural networks
- transformers - Python package providing thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio
- numpy - The fundamental package for scientific computing with Python
- scikit-learn - Python module for machine learning built on top of SciPy
- scipy - open-source software including modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more
- Tensorflow - an end-to-end open source platform for machine learning
- Keras - deep learning API written in Python, running on top of the machine learning platform TensorFlow
- JAX - Autograd and XLA, brought together for high-performance machine learning research
Categories
Sub Categories
Keywords
python
7
machine-learning
5
deep-learning
4
tensorflow
3
neural-network
2
numpy
2
pytorch
2
data-science
2
jax
2
nlp
1
natural-language-processing
1
model-hub
1
language-models
1
language-model
1
flax
1
bert
1
tensor
1
gpu
1
neural-networks
1
ml
1
distributed
1
deep-neural-networks
1
scipy
1
scientific-computing
1
closember
1
algorithms
1
statistics
1
data-analysis
1
transformer
1
speech-recognition
1
seq2seq
1
pytorch-transformers
1
pretrained-models
1
nlp-library
1
autograd
1