Pinned Repositories
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.
johncai117.github.io
Second iteration of my personal website
Meta-Fine-Tuning
[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.
Pricing-Barrier-Options
Pricing Barrier Options using Partial Differential Equations in C++
Stonks-Bot
Telegram Bot to retrieve and display relevant information on equities
johncai117's Repositories
johncai117/Meta-Fine-Tuning
[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.
johncai117/DAMSL
[CVPR 2021 L2ID] The repository for Domain Agnostic Meta Score-based Learning
johncai117/Pricing-Barrier-Options
Pricing Barrier Options using Partial Differential Equations in C++
johncai117/cdfsl-benchmark
Cross-Domain Few-Shot Learning Benchmarking System
johncai117/CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
johncai117/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.
johncai117/dfdc_deepfake_challenge
A prize winning solution for DFDC challenge
johncai117/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.
johncai117/johncai117.github.io
Second iteration of my personal website
johncai117/Stonks-Bot
Telegram Bot to retrieve and display relevant information on equities
johncai117/Few-Shot-Learning
Experimenting with deploying a cross-domain few-shot learning model in Flask
johncai117/gatsby-gitbook-starter
Generate GitBook style modern docs/tutorial websites using Gatsby + MDX
johncai117/gatsby-tutorial
learning gatsby
johncai117/gatsby-tutorial-done
Learning Gatsby and replicating the steps
johncai117/Generative-Adversarial-Network
Having fun with some GANs (:
johncai117/GloVe
GloVe model for distributed word representation
johncai117/HousePrices
Refreshing my Regression Techniques with Kaggle House Prices dataset
johncai117/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.
johncai117/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
johncai117/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
johncai117/pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
johncai117/question_generation
Neural Question Generation using the SQuAD and NewsQA datasets
johncai117/question_generation-1
Neural question generation using transformers
johncai117/Reddit-SG-Scraping
Scraping the latest trends from r/Singapore
johncai117/ResNeSt
ResNeSt: Split-Attention Network
johncai117/statistical-analysis
Code for Final Statistical Analysis Project
johncai117/surpriver
Find big moving stocks before they move using machine learning and anomaly detection
johncai117/tapas
End-to-end neural table-text understanding models.
johncai117/Twitter-Flask
Deploying Sentiment Analysis model for Hate Speech on Retrieved Tweets in Flask
johncai117/yfinance
Yahoo! Finance market data downloader (+faster Pandas Datareader)