ProjectsTLM Monthly Projects. Join our slack to work on them.
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NotebooksNotebooks using the Hugging Face libraries 🤗
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Deep Reinforcement Learning Algorithms31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
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2048 Deep Reinforcement LearningTrained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
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StructurenetStructureNet: Hierarchical Graph Networks for 3D Shape Generation
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ProttransProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
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MlndUdacity Machine Learning Nano Degree Courses
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AudiosignalprocessingformlCode and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
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Log Anomaly DetectorLog Anomaly Detection - Machine learning to detect abnormal events logs
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Tf TutorialsTutorials for deep learning course here:
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Fastai oldOLD REPO - PLEASE USE fastai/fastai
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Motion AiAI assisted motion detection for Home Assistant
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Imagination Augmented AgentsBuilding Agents with Imagination: pytorch step-by-step implementation
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Gate Decorator PruningCode for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
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Wbc ClassificationClassifying White Blood Cells with CNNs
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Torch Two SampleA PyTorch library for two-sample tests
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Mimic extractMIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
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