github.com
Official repository to use and implement LLaMA 3.1 models, Meta's state-of-the-art large language models.
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Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s.
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A minimal, educational, Pythonic implementation of autograd (~100 loc).
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No need to keep checking your training, just one import line and you'll know the second it's done.
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Framework that implements AutoML algorithms for model architecture search at scale.
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It implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.
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Llama3 implementation one matrix multiplication at a time.
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Algorithm capable of fully capturing the impact of data drift on performance.
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A PyTorch implementation of DeepDream.
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A PyTorch implementation of Justin Johnson's neural-style (neural style transfer).
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Reference implementations of ML models written in numpy.
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Free open-source SPSS alternative — menu-driven desktop statistics (t-tests, ANOVA, regression, survival analysis, ROC) with SPSS.sav import/export.
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Compiler technology to transform a valid Open Neural Network Exchange (ONNX) graph into code that implements the graph with minimum runtime support.
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A Python-inspired implementation of the Optimum-Path Forest classifier.
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This package contains the matlab implementation of the algorithms described in the book Pattern Recognition and Machine Learning by C. Bishop.
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Hidden Markov Models for Python, implemented in Cython for speed and efficiency.
composable-models.github.io
Improving Factuality and Reasoning in Language Models with Multiagent Debate.
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A Python library for implementing a Recommender System.
qsmm.org
A C library implementing the rudiments of a toolchain for working with adaptive probabilistic assembler programs.
github.com
Implementing a ChatGPT-like LLM from scratch, step by step.
cookbook.openai.com
People are writing great tools and papers for improving outputs from GPT. Here are some cool ones we.
github.com
For calculating global feature importance using Shapley values.
replicate.com
Run CodeFormer by sczhou to restore old photos or AI-generated faces. CodeFormer API for improved stable-diffusion generation!
github.com
Golang implementation of Punkt sentence tokenizer.