wlxiong / learn-ml-the-hard-wayLinks
Learn machine learning the hard way
☆28Updated 5 years ago
Alternatives and similar repositories for learn-ml-the-hard-way
Users that are interested in learn-ml-the-hard-way are comparing it to the libraries listed below
Sorting:
- small auto-grad engine inspired from Karpathy's micrograd and PyTorch☆276Updated 10 months ago
- Simple Transformer in Jax☆139Updated last year
- control your music from the command line☆143Updated 4 months ago
- ComplexTensor: Machine Learning By Bridging Classical and Quantum Computation☆77Updated 10 months ago
- Ultra low overhead NVIDIA GPU telemetry plugin for telegraf with memory temperature readings.☆63Updated last year
- ☆498Updated last month
- Solve puzzles to improve your tinygrad skills!☆143Updated 6 months ago
- ☆93Updated 8 months ago
- ☆56Updated 6 months ago
- parallelized hyperdimensional tictactoe☆125Updated last year
- ☆103Updated 9 months ago
- Gradient descent is cool and all, but what if we could delete it?☆104Updated last month
- explore token trajectory trees on instruct and base models☆133Updated 3 months ago
- SIMD quantization kernels☆87Updated 2 weeks ago
- a tiny multidimensional array implementation in C similar to numpy, but only one file.☆227Updated last year
- Twitter (sometimes known as X) can look prettier with this simple AddOn!☆117Updated 5 months ago
- Aidan Bench attempts to measure <big_model_smell> in LLMs.☆313Updated 3 months ago
- could we make an ml stack in 100,000 lines of code?☆46Updated last year
- Following master Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆172Updated last year
- a tiny vectorstore implementation built with numpy.☆63Updated last year
- in this repository, i'm going to implement increasingly complex llm inference optimizations☆68Updated 4 months ago
- Tutorials on tinygrad☆414Updated last month
- (WIP) A small but powerful, homemade PyTorch from scratch.☆638Updated 2 weeks ago
- Spin-Based Neural Computation Framework for simulating quantum mechanical systems written in C☆78Updated 5 months ago
- smol models are fun too☆93Updated 10 months ago
- jsgrad is a dependency-free ML library in Typescript for model inference and training with support to WebGPU and other runtimes.☆56Updated 5 months ago
- Open notebook for my research in culture science☆78Updated 6 months ago
- A simple MLX implementation for pretraining LLMs on Apple Silicon.☆83Updated last month
- Vector search over tweets from the tweet archive using OpenAI embeddings and LanceDB☆56Updated last year
- An implement of deep learning framework and models in C☆48Updated 5 months ago