https://github.com/sudharsan13296/hands-on-meta-learning-with-python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

deep-meta-learning few-shot-learning keras maml mann matching-networks meta-imitation-learning meta-sgd metalearning ntm one-shot-learning prototypical-network prototypical-networks reinforcement-learning relation-network reptile shot-learning siamese-network tensorflow zero-shot-learning

Last synced: 13 Nov 2024

https://github.com/sudharsan13296/hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 04 Apr 2025

https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 02 Apr 2025

https://github.com/sudharsan13296/deep-reinforcement-learning-with-python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo

Last synced: 05 Apr 2025

https://github.com/sudharsan13296/hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

adagrad autoencoder capsule-network cnn-math contractive-autonencoders cyclegan deep-learning-math deep-learning-mathematics deep-learning-scratch doc2vec few-shot-learning gans gru lstm-math nadam quick-thought rnn-derivation skip-thoughts tensorflow word-embeddings

Last synced: 06 Apr 2025

https://github.com/sudharsan13296/getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

albert bart bert bertsum clinical-bert distilbert electra huggingface-transformers nlp pytorch roberta sbert sentence-bert spanbert tinybert transformer videobert

Last synced: 03 Apr 2025

https://github.com/sudharsan13296/bitcoin-price-prediction-using-lstm

Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network

bitcoin-price-prediction deep-learning deep-learning-tutorial deep-neural-networks keras lstm lstm-neural-networks recurrent-neural-networks rnn series tensorflow time-series-analysis

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/word2vec-from-scratch

simple Word2vec from scratch using tensorflow for understanding

deep-learning natural-language-processing nlp scratch word2vec word2vec-algorithm word2vec-model

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/whatsapp-analytics

performing sentiment analysis on the whatsapp chats.

deep-learning machine-learning natural-language-processing r sentiment sentiment-analysis whatsapp-analysis whatsapp-sentiments

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/document-classification-using-lsa

Document classification using Latent semantic analysis in python

deep-learning document document-classification keras latent-semantic-analysis lsa natural-language-processing python tensorflow tf-idf

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/tagging-stackoverflow-posts-using-bow

Tagging Stackoverflow posts using BOW in keras

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/recommendation-system

Simple movie recommendation system using lighfm in python.

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/face-detection-webcam

Face Detection in the webcam using opencv

Last synced: 12 Apr 2025

https://github.com/sudharsan13296/cryptography-algorithms

Implementation of Various Cryptographic algorithms

Last synced: 05 Mar 2025

https://github.com/sudharsan13296/svm-hyperparameters-in-r-shiny

R shiny app to understand various hyperparameter in SVM

Last synced: 05 Mar 2025

https://github.com/sudharsan13296/web-template

HTML5, CSS3, JS based highly responsive web template.

Last synced: 05 Mar 2025