Ma_Kadhim's repositories
KAN
Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.
Deep-KAN
Better implementation of Kolmogorov Arnold Network
Transformers_Are_What_You_Dont_Need
The best repository showing why transformers don’t work in time series forecasting and showcasing the best SOTA non transformer models.
app_deep_learning
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis
UMAP-vs-PaCMAP
This is a dimensionality reduction project in the course DD2470 Advanced Topics in Visualization and Computer Graphics at KTH Royal Institute of Technology, Stockholm (2024), made by Linnéa Gustafsson.
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
pyssl
Self-Supervised Learning in PyTorch
t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
ollama
Get up and running with Llama 2 and other large language models locally
TruthfulQA
TruthfulQA: Measuring How Models Imitate Human Falsehoods
langchain-tutorials
A set of LangChain Tutorials from my youtube channel
galactic
data cleaning and curation for unstructured text
wizmap
Explore and interpret large embeddings in your browser with interactive visualization! 📍
n2
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
wspd_pip
Well-separated pair decomposition (WSPD)
cuml
cuML - RAPIDS Machine Learning Library
parlaylib
A Toolkit for Programming Parallel Algorithms on Shared-Memory Multicore Machines
NN-SVG
Publication-ready NN-architecture schematics.
hdbscan
A high performance implementation of HDBSCAN clustering.
clustering-benchmarks
A Framework for Benchmarking Clustering Algorithms
clustering-data-v1
A Framework for Benchmarking Clustering Algorithms – Benchmark Suite Version 1
Clustering-Datasets
This repository contains the collection of UCI (real-life) datasets and Synthetic (artificial) datasets (with cluster labels and MATLAB files) ready to use with clustering algorithms.
sentence-splitter
Text to sentence splitter using heuristic algorithm by Philipp Koehn and Josh Schroeder.
hdbscan-1
A Fast Parallel Algorithm for HDBSCAN* Clustering
datascience_middle_course
Introduction to data science course
logbert
log anomaly detection via BERT