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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

applied_metrics

A PhD course in Applied Econometrics and Panel Data

awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

caafe

Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

causal-inference

Causal Inference Mixtape Sessions

causal-inference-2

Causal Inference II Mixtape Session taught by Scott Cunningham

causalml-teaching

This repository consolidates my teaching material for "Causal Machine Learning".

context-agnostic-engagement

This repository contains the VLEngagement dataset and the helper functions/ tools required to work with the dataset.

deep-symbolic-optimization

Source code for deep symbolic optimization.

di-engine

OpenDILab Decision AI Engine

difference-in-differences

Difference-in-Differences

dse2022mit

Teaching materials for the DSE 2022 summer school at MIT on Market Design

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

fer

Facial Expression Recognition with a deep neural network as a PyPI package

garychamberlainlecturenotes

instrumental-variables

Instrumental Variables Mixtape Track

jobmarkettracker

A simple economics job market application tracker

keras-io

Keras documentation, hosted live at keras.io

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

micro-metrics

This is a 2nd Year PhD Course In Micro-econometrics

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

physo

Physical Symbolic Optimization

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering