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A modular implementation of timely dataflow in Rust
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
A deep-dive on the entire history of deep-learning
Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.
Measuring generalization properties of graph neural networks
A benchmark to compare synchronization techniques for multicore programming
Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
Run GPT model on the browser with WebGPU. An implementation of GPT inference in less than ~1500 lines of vanilla Javascript.
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
Instruct-tune LLaMA on consumer hardware
Source code for the X Recommendation Algorithm
A C++ library for the analysis of structural dynamic graphs
OpenSearch is a collection of simple formats for the sharing of search results.
An open-source replication and extension of the Meta AI's LLAMA dataset
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
PPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)
Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)
AudioLDM: Generate speech, sound effects, music and beyond, with text.
A library for efficient similarity search and clustering of dense vectors.
Stable Diffusion with Core ML on Apple Silicon
The easiest, most secure way to use WireGuard and 2FA.
[NeurIPS 2022] Official code for "Focal Modulation Networks"
[TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang