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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-text-summarization

A curated list of resources dedicated to text summarization

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

data_assimilation

MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

digi_fine

Julian Mack technical test - Digi_fine

flash-fft-conv

FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

gather_codecademy

hatexplain

Can we use explanations to improve hate speech models? Paper accepted at AAAI 2021.

knowledge-distill

Knowledge-distillation of CamemBERT

ml-challenge

The Novoic ML challenge

nand2tetris

Coursera project- create an emulated computer and operating system. Start from just NAND gates and build all subsequent layers of the hardware/software stack in a modern computer.

nn_fn_approx

NNs are 'universal approximators' in textbooks. This is a simple experiment to see this in practice

numbas

A completely browser-based e-assessment/e-learning system, with an emphasis on mathematics

public_heath_analysis

Public health data analysis - 3 day DS project. Technical test for a (successful) job application.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

tdd-u3-gather-pt4

tdd-u4-capstone

Test Driven Development course - Codecademy

tensorrt-llm

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

twitterscraper

Scrape Twitter for Tweets