y-akbal Goto Github PK

ada440_python_4_ds

Lecture Notes, Notebooks and Some Stuff

ads523_ts

Time is short!

algforopt-notebooks

Jupyter notebooks associated with the Algorithms for Optimization textbook

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

basic_stuff_4_fun

Trippin' around some neural networks for deep learning business.

computational_statistics

cord

CORD: A Consolidated Receipt Dataset for Post-OCR Parsing

cuda_by_practice

CUDA by practice

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

donut

Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

doom-style-game

DOOM-style 3D (raycasting) Game in Python Pygame

drl

Deep Reinforcement Learning

gan_implementations

Some GAN implementations

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

graph-neural-network-course

Free hands-on course about Graph Neural Networks using PyTorch Geometric.

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

hybrid_wind

Some old files for our submitted article: One for all!

jax-in-action

Notebooks for the "JAX in Action" book

jugrad.jl

A tiny-shiny auto-grad stuff for fun!

julia-gpu-course-2023

GPU Programming with Julia 2023 - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

numerical-optimization

This is a course material for numerical optimization to be taught in summer 2020

numerical_methods

Some content of my lectures

one-for-all

A Multiple Time Series Forecasting Method Based on Transformers,

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

reinforcement-learning-2nd-edition-by-sutton-exercise-solutions

Solutions of Reinforcement Learning, An Introduction

reinforcementlearninganintroduction.jl

Julia code for the book Reinforcement Learning An Introduction

sdp-net

An Experimental Attention-Based ConvNet

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

turkish-bert

Turkish BERT/DistilBERT, ELECTRA and ConvBERT models