Stars
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
Python port of R's Comprehensive Dynamic Time Warp algorithms package
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
CMU Wilderness Multilingual Speech Dataset
A tool for learning vector representations of words and entities from Wikipedia
PyTorch deep learning models for document classification
A collection of various deep learning architectures, models, and tips
Graph Neural Network Library for PyTorch
Natural Language Processing Tasks and References
Package for evaluating word embeddings
hand-written dictionaries from the FreeDict project
A game theoretic approach to explain the output of any machine learning model.
BiLSTM-CNN-CRF architecture for sequence tagging
Library for fast text representation and classification.
A library for Multilingual Unsupervised or Supervised word Embeddings
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
implementation for NIPS paper Triangle Generative Adversarial Networks
Visualizations for machine learning datasets
📊 A simple command-line utility for querying and monitoring GPU status
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
📗 Solutions of more than 380 problems of Hackerrank accross several domains.