johncai117 Goto Github PK

followers: 5.0 following: 3.0 repos: 34.0 gists: 0.0

Name: John Cai

Type: User

Bio: Princeton and Cambridge Alum

Location: Santa Monica, California

Blog: https://johnc.ai

John Cai's Projects

cdfsl-benchmark

Cross-Domain Few-Shot Learning Benchmarking System

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

damsl

[CVPR 2021 L2ID] The repository for Domain Agnostic Meta Score-based Learning

deepfake_detection_using_deep_learning

This projects aims in detection of video deepfakes using deep learning techniques like RestNext and LSTM. We have achived deepfake detection by using transfer learning where the pretrained RestNext CNN is used to obtain a feature vector, further the LSTM layer is trained using the features. For more details follow the documentaion.

dfdc_deepfake_challenge

A prize winning solution for DFDC challenge

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

few-shot-learning

Experimenting with deploying a cross-domain few-shot learning model in Flask

gatsby-gitbook-starter

Generate GitBook style modern docs/tutorial websites using Gatsby + MDX

gatsby-tutorial

learning gatsby

gatsby-tutorial-done

Learning Gatsby and replicating the steps

generative-adversarial-network

Having fun with some GANs (:

glove

GloVe model for distributed word representation

houseprices

Refreshing my Regression Techniques with Kaggle House Prices dataset

johncai117.github.io

Second iteration of my personal website

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

meta-fine-tuning

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

newsqa

Tools for using Maluuba's NewsQA Dataset (public version)

pricing-barrier-options

Pricing Barrier Options using Partial Differential Equations in C++

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

question_generation

Neural Question Generation using the SQuAD and NewsQA datasets

question_generation-1

Neural question generation using transformers

rec_sent

Replication files for the paper "Forecasting US recessions: The role of sentiment".

reddit-sg-scraping

Scraping the latest trends from r/Singapore

resnest

ResNeSt: Split-Attention Network

sentometrics

An Integrated Framework for Textual Sentiment Time Series Aggregation and Prediction

statistical-analysis

Code for Final Statistical Analysis Project

stonks-bot

Telegram Bot to retrieve and display relevant information on equities

surpriver

Find big moving stocks before they move using machine learning and anomaly detection

johncai117 Goto Github PK

John Cai's Projects

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