Mingkai Deng's repositories
nyc-gentrification
Project for Columbia DataFest 2018
spectator-fb-insights-automation
Obtain authorization, call Facebook Graph API to pull insights, and enter data into spreadsheets
2014-summer-simulated-quantum-annealing
Research at MIT CTP to simulate the power of D-Wave quantum computers to tunnel through high energy barriers during optimization
instruments-correlation-exploration
Exploration of correlations between financial instruments from 10 years of Bloomberg data
2016-summer-jordan-coral-reef-regression
Cross-validate regression models featuring Ridge and LASSO regularizations to predict coral reef biodiversity
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
BrowserGym
BrowserGym, a gym environment for web task automation in the Chromium browser.
dogs-vs-cats-clf-python
A solution to dog-cat classification problem using Python
federal-employee-analysis
An analysis of US federal employee profile based on publicly available data
LabsTechChallenge
Applying to Labs? This quick technical challenge is here to make sure you're ready to join the team.
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
my-fast-chat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
solutions-gcs-bq-streaming-functions-python
Streaming data from Cloud Storage into BigQuery using Cloud Functions
texar-pytorch
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation
universal-triggers
Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)
useful_code
useful r functions and snippets