hydrogeohc

40-Algorithms-Every-Programmer-Should-Know

40 Algorithms Every Programmer Should Know, published by Packt

geotiff_xarray

This is a script to transform geotiff files into netCDF files in Xarray

HiMAT_yjcd

HiMAT project related work

point_based_interpolated

This repo include clean data and spatial interpolation codes in Python and R

PyData_Seattle_repo

pyro

Deep universal probabilistic programming with Python and PyTorch

pyspark-analytics-workshop

python_devops_book

[Book-2020] Python For DevOps: Learn Ruthlessly Effective Automation

raster_calculation

This is a repo for raster data calculation (NDVI)

hydrogeohc/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, ... 🧠

hydrogeohc/audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

hydrogeohc/Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

hydrogeohc/Azure-OpenAI-demos

Azure Open AI (demos, documentation, accelerators).

hydrogeohc/chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

hydrogeohc/Complete-System-Design

This repository contains everything you need to become proficient in System Design

hydrogeohc/cs-video-courses

List of Computer Science courses with video lectures.

hydrogeohc/cuml

cuML - RAPIDS Machine Learning Library

hydrogeohc/dspy

DSPy: The framework for programming—not prompting—foundation models

hydrogeohc/earthPT

A time series foundation model for Earth Observation

hydrogeohc/evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

hydrogeohc/fully-local-pdf-chatbot

Yes, it's another chat over documents implementation... but this one is entirely local!

hydrogeohc/Gemini-agent-example

An examples code to make langchain agents without openai API key (Google Gemini), Completely free unlimited and open source, run it yourself on website.

hydrogeohc/generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

hydrogeohc/generative-ai-on-aws

Generative AI on AWS

hydrogeohc/hands-on-llms

Learn how to engineer your end-to-end LLM ecosystem: training, streaming, and inference pipelines | deploy & automate | work in progress...

hydrogeohc/julep

Open-source alternative to Assistant's API with a managed backend for memory, RAG, tools and tasks. ~Supabase for building AI agents.

hydrogeohc/LLM-cookbook-for-open-science

Cookbook to use LLMs effectively for sciences, in various levels of expertise

hydrogeohc/llm-course

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

hydrogeohc/magicoder

Magicoder: Source Code Is All You Need

hydrogeohc/map-sat

Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

hydrogeohc/ml-engineering

Machine Learning Engineering Open Book

hydrogeohc/opengpts

hydrogeohc/pytimetk

Time series easier, faster, more fun. Pytimetk.

hydrogeohc/Scipy_2024_TS

hydrogeohc/stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

hydrogeohc/system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

hydrogeohc/the-art-of-debugging

The Art of Debugging

hydrogeohc/timesfm

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

hydrogeohc/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs