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chorseng's Projects

lazypredict icon lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (Python, C#)

leetcode icon leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

lit-parrot icon lit-parrot

Implementation of the StableLM/Pythia/INCITE language models based on nanoGPT. Supports flash attention, LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama icon llama

Inference code for LLaMA models

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llmspracticalguide icon llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

llmsurvey icon llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

lora icon lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

mat2vec icon mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

math icon math

The MATH Dataset (NeurIPS 2021)

memnn icon memnn

Memory Networks implementations

merlion icon merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

metarec icon metarec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

minif2f icon minif2f

An updated version of miniF2F with lots of fixes and informal statements / solutions.

ml-design-docs icon ml-design-docs

📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

mljar-supervised icon mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

modal icon modal

A modular active learning framework for Python

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