Poh Soon Chang's repositories
GenerativeAdversarialNetworksNotes
Personal notes for Hung-Yi Lee lectures on Generative Adversarial Networks
logistic-regression-scratch-iris
Logistic regression from scratch in Python on Iris data set
alignment-handbook
Robust recipes for to align language models with human and AI preferences
cisip-CoCa
Compact Image Captioning (CoCA) is an open source image captioning project to promote Green Computer Vision to reduce carbon footprint, as well as to make image captioning research accessible to universities, research labs and individual practitioners with limited financial resources.
cs224w-2021-winter-colab
cs224w(图机器学习)2021冬季课程的colab
datasets
Repository for datasets
DeepLearningForHumanLanguageProcessingNotes
Notes for deep learning for human language processing course
DeepSpeed_clone
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
HMM-Dinosaur-Name-Generation
Generates dinosaur name character by character using Hidden Markov Model
linear_optimization
group assignment for Software Engineering
gptq
Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
llm-benchmarks_forked
Benchmarking LLM for Malay tasks.
malaya
Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
NeMo_fork
NeMo: a toolkit for conversational AI
pyLinearProgramming
python linear programming solver using simplex method
pytorch_examples_forked
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
SeaLLMs
SeaLLMs - Large Language Models for Southeast Asia
sparsegpt_fork
Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
w3schools-database-forked
W3Schools Database for the SQL Tutorial