aipnd-project

Project code for AI Programming with Python ND Program

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

awesome-generative-ai-guide

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

coding-interview-university

A complete computer science study plan to become a software engineer.

cs-tutorial

Source Code for CS Courses Offered by Ali Hejazizo

darts

A python library for user-friendly forecasting and anomaly detection on time series.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

detr

End-to-End Object Detection with Transformers

docker-react

dts

A Keras library for multi-step time-series forecasting.

fedformer

finding_donners_charityml

google-research

Google Research

graph_powered_ml_workshop

Material and Notebooks for the Graph Powered ML Workshop.

icdm_wavelet_attention

combine wavelet transform and attention mechanism for time series forecasting or classification

identify-customer-segments-unsupervised

image-classifier

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

kubeflowdojo

Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo

langchain-masterclass---build-15-openai-and-llama-2-llm-apps-using-python

llm-course

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

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

llmspracticalguide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

mlops-zoomcamp

Free MLOps course from DataTalks.Club

mslearn-dp100

Lab files for Azure Machine Learning exercises

multi-docker