tabmat
Sparsebit
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| tabmat | Sparsebit | |
|---|---|---|
| 1 | 1 | |
| 102 | 319 | |
| 2.0% | 1.9% | |
| 8.4 | 5.9 | |
| 6 days ago | 4 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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tabmat
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[P] glum: High performance Python generalized linear modeling, a glmnet alternative!
We're also releasing tabmat (https://github.com/Quantco/tabmat/), a tabular matrix backend for glum. It supports mixes of dense, sparse and categorical matrices. On some operations, tabmat is 50x faster than scipy.sparse! And it's memory-efficient.
Sparsebit
What are some alternatives?
pyGAM - [HELP REQUESTED] Generalized Additive Models in Python
LLaMA-8bit-LoRA - Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only.
pycm - Multi-class confusion matrix library in Python
sparsegpt-for-LLaMA - Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.
glum - High performance Python GLMs with all the features!
FQ-ViT - [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
mixed-naive-bayes - Naive Bayes with support for categorical and continuous data
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
alpaca-lora - Instruct-tune LLaMA on consumer hardware
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
trl - Train transformer language models with reinforcement learning.
llama.cpp - LLM inference in C/C++