A lightweight deep learning library
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Jan 9, 2025 - Python
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deep-learning-framework
Here are 55 public repositories matching this topic...
Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
deep-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-learning-framework
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May 8, 2021 - Python
A deep learning framework created from scratch with Python and NumPy
python machine-learning ai deep-learning neural-network numpy automatic-differentiation autograd deep-learning-framework scratch-implementation pytorch-api
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Dec 26, 2022 - Python
benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.
android ios benchmark arm inference artificial-intelligence arm-neon mnn deep-learning-framework ncnn tensorflow-lite embedded-ai deep-learning-inference tnn
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Feb 18, 2021 - Python
[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".
deep-neural-networks yolo object-detection medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis cbam lesion-detection bifpn medical-image-detection ciou-loss br35h-brain-tumor-detection-2020 gfpn afpn biformer bi-level-routing-attention giou-loss wiou-loss
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Jan 28, 2025 - Python
以jax为后端的类似keras的框架
python nlp data-science machine-learning deep-neural-networks deep-learning neural-network tensorflow numpy scikit-learn keras ml pytorch deep-learning-algorithms deep-learning-library beginner-friendly deep-learning-tutorial deep-learning-framework jax
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Jan 13, 2023 - Python
[CVPR 2024] CFAT: Unleashing Triangular Windows for Image Super-resolution
attention-mechanism super-resolution image-restoration restoration deep-learning-framework attention-model image-super-resolution low-level-vision transformer-models rectangular-window vision-transformer image-sr light-weight-image-super-resolution triangular-window
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Jun 28, 2024 - Python
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".
deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell
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Mar 3, 2025 - Python
NumPy实现类PyTorch的动态计算图和神经网络框架(MLP, CNN, RNN, Transformer)
python numpy cuda cnn pytorch autograd transformer rnn cupy deep-learning-framework pytorch-implementation
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Jun 29, 2024 - Python
Flow-based data pre-processing for deep learning
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Jan 6, 2021 - Python
Imperative deep learning framework with customized GPU and CPU backend
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Jul 25, 2023 - Python
A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.
deep-neural-networks deep-learning deep-learning-algorithms deep-learning-library deep-learning-tutorial deep-learning-framework
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Apr 16, 2020 - Python
TorchHandle makes your PyTorch development more efficient and make you use PyTorch more comfortable
python machine-learning deep-learning gpu cross-validation pytorch tensorboard deep-learning-library notebooks custom-metrics deep-learning-framework gradient-accumulation
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Sep 16, 2022 - Python
Facial Expression Recognition (FER) for Mental Health Detection applies AI models like Swin Transformer, CNN, and ViT for detecting emotions linked to anxiety, depression, PTSD, and OCD. It focuses on AI for mental health, emotion detection using OpenCV Python, and real-time applications in healthcare and HR systems.
computer-vision deep-learning transformer facial-recognition transfer-learning mental-health attention-mechanism facial-expression-recognition deep-learning-framework facial-emotion-recognition swin-transformer vit-transformer mental-health-diagnosis
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Jan 30, 2025 - Python
[ICML'24] Adsorbate Placement via Conditional Denoising Diffusion
machine-learning deep-learning deep-learning-framework catalysis diffusion-models heterogeneous-catalysis conditional-diffusion
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May 9, 2024 - Python
An Educational Framework Based on PyTorch for Deep Learning Education and Exploration
python deep-neural-networks deep-learning neural-network numpy genetic-algorithm optimizer pytorch autograd artificial-intelligence deep-learning-library feedforward-neural-network convolutional-neural-networks gradient-descent backpropagation cupy adam-optimizer perceptrons deep-learning-framework training-algorithms
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Dec 24, 2023 - Python
Multigraph fusion and classification network using graph neural network
neural-networks mri-images brain-connectivity gcn deep-learning-framework network-neuroscience graph-neural-networks network-integration multiview-data network-fusion multi-view-networks multigraph-integration gender-differences data-heterogeneity brain-map multigraph-classification diff-pool ai4medicine
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Apr 15, 2022 - Python
A deep learning framework built to understand the fundamental concepts such as autodiff, optimizers, loss functions from a first principle basis.
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Feb 8, 2023 - Python
SemiFlow is a deep learning framework with automatic differentiation and automatic shape inference, developing from Numpy. 一个基于Numpy支持自动求导的深度学习框架
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Feb 17, 2023 - Python
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