Derin Works LLC

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9 repositories

penr-oz-gpt-example
Public
Implementation of an example GPT for understanding how next character is generated by a Transformer
python neural-network transformer gpt language-model api-client-python nanogpt
Python
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MIT License
•0•1•0•0•Updated Jun 28, 2025Jun 28, 2025
penr-oz-neural-network-v2-torch-nn
Public
Version 2 Implementation of Neural Network service with pytorch library neural network (nn) package
javascript html machine-learning deep-learning neural-network chartjs python3 pytorch transformer fastapi
Python
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MIT License
•0•1•0•0•Updated Jun 28, 2025Jun 28, 2025
penr-oz-multigram-predictor
Public
Implementation of a Multigram Predictor with block context multiple character-level language model for understanding next character prediction algorithms
python neural-network pytorch language-model api-client-python makemore
Python
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MIT License
•0•0•0•0•Updated May 14, 2025May 14, 2025
penr-oz-neural-network-torch
Public
Implementation of Neural Network service with pytorch library
javascript python html machine-learning deep-learning microservice neural-network chartjs pytorch fastapi
Python
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MIT License
•0•0•0•0•Updated May 14, 2025May 14, 2025
penr-oz-bigram-predictor
Public
Implementation of a Bigram Predictor single character-level language model for understanding next character prediction algorithms
python neural-network api-client pytorch language-model makemore
Python
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MIT License
•0•0•0•0•Updated Apr 3, 2025Apr 3, 2025
penr-oz-learning-tictactoe
Public
Learning Tic Tac Toe Game
Python
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MIT License
•0•0•0•0•Updated Mar 27, 2025Mar 27, 2025
penr-oz-neural-network-auto-gradients
Public
Implementation of Neural Network service with automatic gradient calculations
python machine-learning deep-learning microservice neural-networks gradient-descent backpropagation fastapi micrograd
Python
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MIT License
•0•0•0•0•Updated Mar 25, 2025Mar 25, 2025
penr-oz-neural-network
Public
Neural Network Microservice for understanding training process
python machine-learning deep-learning microservice neural-networks gradient-descent backpropagation activation-functions fastapi calculus-in-ml
Python
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MIT License
•0•0•0•0•Updated Mar 21, 2025Mar 21, 2025
penr-oz-django
Public
Lightweight Django Docker image
python docker django docker-image alpine-image
Dockerfile
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MIT License
•0•0•0•0•Updated Aug 7, 2018Aug 7, 2018