Pinned Repositories
100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
aerosol_optics_ml
Code for: "Emulating Aerosol Optics with Randomly Generated Neural Networks." by Geiss, A., Ma, P-L, Singh, B., and Hardin, J. C., (2022)
AIforEarth-API-Platform
The AI for Earth API Platform is a distributed infrastructure designed to provide a secure, scalable, and customizable API hosting, designed to handle the needs of long-running/asynchronous machine learning model inference. It is to be used with the AI For Earth API Framework (https://github.com/microsoft/AIforEarth-API-Development).
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applying-gradient-descent-data-science-intro-000
ARSET_ML_Fundamentals
Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"
Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
RockPaperScissorsCNN
A CNN trained on rock-paper-scissors images, with notebooks to test it, edit and add new dataset images
Dereje-workneh's Repositories
Dereje-workneh/RockPaperScissorsCNN
A CNN trained on rock-paper-scissors images, with notebooks to test it, edit and add new dataset images
Dereje-workneh/100-pandas-puzzles
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Dereje-workneh/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Dereje-workneh/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Dereje-workneh/awesome-gpt-prompt-engineering
A curated list of awesome resources, tools, and other shiny things for GPT prompt engineering.
Dereje-workneh/awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
Dereje-workneh/Azure-OpenAI-demos
Azure Open AI (demos, documentation, accelerators).
Dereje-workneh/chat-copilot
Dereje-workneh/Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
Dereje-workneh/courses
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
Dereje-workneh/Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
Dereje-workneh/Data-Science-Interview-Preperation-Resources
Resoruce to help you to prepare for your comming data science interviews
Dereje-workneh/dspy
Stanford DSPy: The framework for programming with foundation models
Dereje-workneh/farm-tugboat-demo
Simple site for creating demos of farmOS.
Dereje-workneh/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
Dereje-workneh/generative_ai_with_langchain
Build large language model (LLM) apps with Python, ChatGPT and other models. This is the companion repository for the book on generative AI with LangChain.
Dereje-workneh/grokfast
Official repository for the paper "Grokfast: Accelerated Grokking by Amplifying Slow Gradients"
Dereje-workneh/Hands-On-LangChain-for-LLM-Applications-Development
Practical LangChain tutorials for LLM applications development
Dereje-workneh/leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
Dereje-workneh/LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Dereje-workneh/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Dereje-workneh/mifos-mobile
Repository for the Mifos Mobile Banking App for clients
Dereje-workneh/numpy-100
100 numpy exercises (with solutions)
Dereje-workneh/pseudonetcdf
PseudoNetCDF like NetCDF except for many scientific format backends
Dereje-workneh/Python
All Algorithms implemented in Python
Dereje-workneh/pytimetk
The time series toolkit for python.
Dereje-workneh/sdsu-docker-workshop
SDSU Data Science Symposium 2024 - Docker Workshop
Dereje-workneh/streamlit-geospatial
A multi-page streamlit app for geospatial
Dereje-workneh/subseasonal_toolkit
Subseasonal forecasting models
Dereje-workneh/vscode-python-template
A template for a dockerized Python development environment for VScode