Pinned Repositories
100-Days-Of-ML-Code
100 Days of ML Coding
2016-ml-contest
Machine learning contest - October 2016 TLE
2DrecurrentRUNetsurrogatefordynamicflows
3D-CNNPCA
Code for 3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels
3D-recurrent-R-U-Net
The deep-learning-based surrogate model for dynamic flows - 3D recurrent R-U-Net
3DRecurrentRUNetforCO2StorageGeomechanics
5minutesofpython
some python notebooks for fun
albumentations-cv-augmentation
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
attention-aware-3D-UNet-for-RT-dose-prediction
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
walidaun's Repositories
walidaun/albumentations-cv-augmentation
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
walidaun/attention-aware-3D-UNet-for-RT-dose-prediction
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
walidaun/bottleneck
Fast NumPy array functions written in C
walidaun/chatgpt-langchain
walidaun/code_snippets
walidaun/Compendium-of-free-ML-reading-resources
Compendium of free ML reading resources
walidaun/Convolutional-Neural-Networks
walidaun/courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
walidaun/dlbook_notation
LaTeX files for the Deep Learning book notation
walidaun/GenAI_Agents
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.
walidaun/GEOS
GEOS Simulation Framework
walidaun/keras-io
Keras documentation, hosted live at keras.io
walidaun/lasio
Python library for reading and writing well data using Log ASCII Standard (LAS) files
walidaun/LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
walidaun/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
walidaun/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
walidaun/Melanoma-Detection-CNN-Project
CNN_Skin_Cancer
walidaun/nested-fno
walidaun/Practical-Guide-to-Applied-Conformal-Prediction
Practical Guide to Applied Conformal Prediction, published by Packt
walidaun/PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
walidaun/pytorch_tutorials
Beginner Level Deep Learning Tutorials in Pytorch with Youtube Videos!
walidaun/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
walidaun/scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
walidaun/scipy2023-deeplearning-Pytorch
walidaun/segment-anything-2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
walidaun/Tranformers_Are_What_You_Dont_Need
The best repository showing why transformers don’t work in time series forecasting
walidaun/Transformer-Neural-Network
Code Transformer neural network components piece by piece
walidaun/transformers-huggingface
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
walidaun/udlbook
Understanding Deep Learning - Simon J.D. Prince
walidaun/uncertain_ground_truth
Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).