Pinned Repositories
1D-GAN
A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook
abhaskumarsinha
DC-GAN
A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.
GRU-varients
An implementation of classical GRU (Cho, el at. 2014) along with Optimized versions (Dey, Rahul. 2017) on TensorFlow that outperforms Native tf.keras.layers.GRU(units) implementation of Keras.
Keras-Blenderbot
A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.
Keras-implementation-of-Transformer-Architecture
This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."
MinimalGPT
MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.
Seq2Seq-Bahdanau-Attention-based-Encoder-Decoder-Language-Translator
A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.
temp
Twitter-Profile-Scraper
Used to extract all the data from twitter and print it to the Jupyter Notebook
abhaskumarsinha's Repositories
abhaskumarsinha/MinimalGPT
MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.
abhaskumarsinha/Keras-implementation-of-Transformer-Architecture
This repository presents a Python-based implementation of the Transformer architecture on Keras TensorFlow library, as proposed by Vaswani et al. in their 2017 paper "Attention is all you need."
abhaskumarsinha/GRU-varients
An implementation of classical GRU (Cho, el at. 2014) along with Optimized versions (Dey, Rahul. 2017) on TensorFlow that outperforms Native tf.keras.layers.GRU(units) implementation of Keras.
abhaskumarsinha/DC-GAN
A very simple and plain DC GAN to generate Image Flower Pictures out of the dataset.
abhaskumarsinha/Seq2Seq-Bahdanau-Attention-based-Encoder-Decoder-Language-Translator
A language translator based on a very simple NLP Transformer model, backed by encoder, decoder and a Bahdanau Attention Layer in between, implemented on TensorFlow.
abhaskumarsinha/Twitter-Profile-Scraper
Used to extract all the data from twitter and print it to the Jupyter Notebook
abhaskumarsinha/abhaskumarsinha
abhaskumarsinha/Keras-Blenderbot
A Keras implementation of Blenderbot, a state-of-the-art open-domain chatbot model, supporting TensorFlow, PyTorch, and JAX backends seamlessly.
abhaskumarsinha/temp
abhaskumarsinha/1D-GAN
A simple well-documented tutorial on implementing a 1D GAN on Keras using a Python Jupyter Notebook
abhaskumarsinha/2D-Continuous-skip-gram-model
A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.
abhaskumarsinha/Alignment-framework-using-Keras-to-Align-GAN-Models-using-RLHF
RLHF – Reinforcement Learning from Human Preferences. Models are fine tuned using RL from human feedback. This repository completes the implementation of ChatGPT from Transformer.
abhaskumarsinha/blogs
Blogs and BS about my stuff.
abhaskumarsinha/CL_Atom_Swapping
ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping
abhaskumarsinha/Classic-Image-GAN
A classic GAN that generates Images: A study on problems like Mode Collapse.
abhaskumarsinha/keras-Autograd
Deep Learning for humans [Trying to implement autograd feature], please use official version for latest features!
abhaskumarsinha/open-source-contribution
A repo to contribute in open source via README only. A dream repo for open source beginner