Anshuman Mishra

Refactoring FCNet

2

## 🚀 Feature File : [deepchem/models/fcnet.py](https://github.com/deepchem/deepchem/blob/master/deepchem/models/fcnet.py) ## Motivation `MultiTaskClassifier` and `MultiTaskRegressor` have a subclass `PyTorchImpl` which implements a torch.nn.Module If we decouple this subclass from TorchModel wrapper as in #2963...

Porting GAN to PyTorch is a subproject under, `Deepchem Open Source Fellowship` funded by [Deep Forest Sciences](https://deepforestsci.com/) This PR adds `GAN` and `WGAN` class and adds suitable unit tests. #...

Progressbar while training models?

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## ❓ Questions & Help While we call `model.fit()` in deepchem models, it doesn't show any indicator which would tell us how many epochs (or %) training has been completed,...

Neural Differential Equation API

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## 🚀 Feature **Neural Differential equation** are a new variety of layers for neural networks , securing place in Deepchem Model wishlist . I hereby propose following API for the...

Fixing #9083

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### Description This PR is an attempt to fix the `conda init` ran as root, to initialize conda environment for all the users ! #9083 ### Checklist - did you...

Neural ODE API + Tutorial

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# Pull Request Template Through this Pull Request I'll be contributing the proposed NeuralODE API to deepchem, through [this](https://docs.google.com/document/d/1pwu72pVCHhwO1f58gppAx5xD4NUM3hMo8YrwBaMuW9c/edit?usp=sharing) design document. #2680 ## Type of change Please check the option...

Interested in contributing to H2O gpt

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I'm interested in contributing to this repository but cannot find the perfect place to start. I've experience in building LLMs from scratch. Would like to ask if there is any...

Add `from_huggingface` method to KerasNLP models

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## Add support for loading huggingface model checkpoints in KerasNLP backbones **Is your feature request related to a problem? Please describe.** As of now KerasNLP backbones load pretrained weights of...

Port GPT Text generation guide to multi backend Keras

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Will work on this parallel to #1146 https://keras.io/examples/generative/text_generation_gpt/

Port Data Parallel Training example to multi-backend

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Link : https://github.com/keras-team/keras-io/blob/master/examples/nlp/data_parallel_training_with_keras_nlp.py The tutorial was originally written in Keras, we need to port this to Keras Core with multi backend support.