Pinned Repositories
3d_nn
Raymarching neural network using shaders
6-25-2015-Statistical-Programming-DC
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
Data_Lockpicker
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
NSFAwards
This shiny application shows various breakdowns of NSF awards since 2007
R-Tutorials
A group of data analysis tutorials for R
Robyn
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) code from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
Word-Pred
Capstone design for Coursera Data Science Specialization
ekoziol's Repositories
ekoziol/awesome-ai-agents
A list of AI autonomous agents
ekoziol/awesome-obsidian
🕶️ Awesome stuff for Obsidian
ekoziol/bw
self contained cluster configuration management
ekoziol/claude-engineer
Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
ekoziol/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
ekoziol/efficient-kan
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
ekoziol/generative-models
Generative Models by Stability AI
ekoziol/googleapis
Public interface definitions of Google APIs.
ekoziol/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
ekoziol/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
ekoziol/grok-1
Grok open release
ekoziol/litgpt
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
ekoziol/llama3
The official Meta Llama 3 GitHub site
ekoziol/manim
Animation engine for explanatory math videos
ekoziol/marker
Convert PDF to markdown quickly with high accuracy
ekoziol/matmulfreellm
Implementation for MatMul-free LM.
ekoziol/MediaCrawler
小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫
ekoziol/mergekit
Tools for merging pretrained large language models.
ekoziol/mlops-python-package
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
ekoziol/optimise-my-whisper
ekoziol/pykan
Kolmogorov Arnold Networks
ekoziol/sammo
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
ekoziol/SecretPixel
SecretPixel is a cutting-edge steganography tool designed to securely conceal sensitive information within images. It stands out in the realm of digital steganography by combining advanced encryption, compression, and a seeded Least Significant Bit (LSB) technique to provide a robust solution for embedding data undetectably.
ekoziol/skyvern
Automate browser-based workflows with LLMs and Computer Vision
ekoziol/spreadsheet-is-all-you-need
A nanoGPT pipeline packed in a spreadsheet
ekoziol/TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
ekoziol/tea-tasting
A Python package for statistical analysis of A/B tests.
ekoziol/terifai
Terrify people
ekoziol/textgrad
Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
ekoziol/wallstreetlocal
Free and open-source stock tracking website for America's biggest money managers. Democratizing SEC filings by making them more accessible and useful.