Pinned Repositories
100_plus_Python_Projects_Challenge99
100+ Python Projects Challenge
2015
Public material for CS109
2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
a_little_book_of_python_for_multivariate_analysis
A Little Book of Python for Multivariate Analysis
ABanditTesting
No Regrets: A deep dive comparison of bandits and A/B testing
ad_response_tutorial
This tutorial shows users how to evaluate advertising response using last click attribution, experiments, marketing mix models and attribution models. By applying these methods to the same (synthetic) data set, users will learn how the methods compare. We also illustrate the data manipulation that is required to prepare typical raw advertising data for analysis. Examples are worked in R and slides are provided in LaTeX.
Awesome-Design-Tools
The best design tools and plugins for everything 👉
Maths-for-Artificial-Intelligence
Master mathematics for machine learning, Artificial Intelligence. A curated list of awesome mathematics resources.
mmm_stan
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
EJHortala's Repositories
EJHortala/alphageometry
EJHortala/Amphion
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.
EJHortala/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, ... 🧠
EJHortala/Awesome-AI-Data-Guided-Projects
A curated list of data science & AI guided projects to start building your portfolio
EJHortala/awesome-python
🐍 Hand-picked awesome Python libraries and frameworks, organised by category
EJHortala/darts
A python library for user-friendly forecasting and anomaly detection on time series.
EJHortala/financial-machine-learning
A curated list of practical financial machine learning (FinML) tools and applications in Python.
EJHortala/FinRL-Meta
FinRL-Meta: Dynamic datasets and market environments for FinRL.
EJHortala/FinRL-Tutorials
Tutorials. Please star.
EJHortala/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
EJHortala/gpt-researcher
GPT based autonomous agent that does online comprehensive research on any given topic
EJHortala/granite-code-models
Granite Code Models: A Family of Open Foundation Models for Code Intelligence
EJHortala/graph-of-thoughts
Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
EJHortala/InvestLM
EJHortala/Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
EJHortala/Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
EJHortala/lecture-notes
EJHortala/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
EJHortala/llm-primer
A primer on large language models (LLM) as of Jan 2023, with bonus ChatGPT topic
EJHortala/llm-primer2
Base knowledge needed to effectively use large language models (LLMs)
EJHortala/llm-tweet-classification
Classifying tweets with large language models with zero- and few-shot learning.
EJHortala/llm-twitter-thread-bot
A Python script to create a Twitter thread generated by a specified Large Language Model with a given input.
EJHortala/llms-with-matlab
Connect MATLAB to the OpenAI Chat Completions API (which powers ChatGPT)
EJHortala/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
EJHortala/ml-engineering
Machine Learning Engineering Open Book
EJHortala/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
EJHortala/resources-of-learning
Documentations, books, courses, git repositories, and so on. Keep learning. To be a great developer.
EJHortala/statsmodels
Statsmodels: statistical modeling and econometrics in Python
EJHortala/Time-Series-Library
A Library for Advanced Deep Time Series Models.
EJHortala/twitter-llm-bot
Fully automatic asynchronous AI operated Twitter bot using Large Language Models through OpenAI and Hugging Face to schedule and generate contextual content.