Tensorflow tutorial for various Deep Neural Network visualization techniques
☆343Aug 22, 2020Updated 5 years ago
Alternatives and similar repositories for Understanding-NN
Users that are interested in Understanding-NN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DTD implement on Imagenet pretrained model☆42Aug 6, 2020Updated 5 years ago
- Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".☆29May 2, 2019Updated 7 years ago
- Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)☆68Sep 13, 2022Updated 3 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆760Aug 25, 2020Updated 5 years ago
- In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)☆40Mar 4, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Layer-wise Relevance Propagation (LRP) for LSTMs.☆225Apr 24, 2020Updated 6 years ago
- Deep learning model for predicting environmental variables on river systems☆22Jun 2, 2023Updated 3 years ago
- Code for "Interpretable Image Recognition with Hierarchical Prototypes"☆19Nov 1, 2019Updated 6 years ago
- tutorials of XAI project☆77Dec 19, 2019Updated 6 years ago
- Basic LRP implementation in PyTorch☆175Jul 25, 2024Updated 2 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,224Jan 1, 2025Updated last year
- EnD: Entangling and Disentangling deep representations for bias correction | CVPR21 https://doi.org/10.1109/CVPR46437.2021.01330☆15Sep 1, 2021Updated 4 years ago
- IBD: Interpretable Basis Decomposition for Visual Explanation☆52Nov 28, 2018Updated 7 years ago
- ABIDE Dataset, preprocessed to normalized brain volume maps.☆29Nov 9, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch implementation of various neural network interpretability methods☆119Mar 8, 2022Updated 4 years ago
- On the effectiveness of adversarial training against common corruptions [UAI 2022]☆30May 16, 2022Updated 4 years ago
- Codes for reproducing the experimental results in "Proper Network Interpretability Helps Adversarial Robustness in Classification", publi…☆13Jun 29, 2020Updated 6 years ago
- ☆918Mar 19, 2023Updated 3 years ago
- ☆56Aug 24, 2020Updated 5 years ago
- Public facing deeplift repo☆879Apr 28, 2022Updated 4 years ago
- Statistical tests for evaluating unimodality☆18Apr 5, 2019Updated 7 years ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆651Feb 23, 2022Updated 4 years ago
- ☆34Jan 3, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- LRP for LSTM using Korean dataset(NSCM)☆19Dec 19, 2019Updated 6 years ago
- Keras implementation of SincNet (https://github.com/mravanelli/SincNet, https://arxiv.org/abs/1808.00158)☆12Aug 5, 2018Updated 7 years ago
- PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)☆803Jan 21, 2020Updated 6 years ago
- Face recognition and segmentation using Python, dlib, and One Millisecond Face Alignment with an Ensemble of Regression Trees.☆15Jan 26, 2017Updated 9 years ago
- Dataset and code for the CLEVR-XAI dataset.☆34Oct 3, 2023Updated 2 years ago
- Python Open-Source Ecosystem for GIS and Earth Observation☆20Apr 7, 2023Updated 3 years ago
- The code snippets for the SW chapter of the "Interpretable AI" book.☆19Apr 10, 2019Updated 7 years ago
- Global Average Pooling Implemented in TensorFlow☆15Nov 9, 2017Updated 8 years ago
- ☆39Apr 16, 2018Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Model interpretability and understanding for PyTorch☆5,674Updated this week
- Sparse Switchable Normalization with sparse activation function SparestMax☆64Aug 12, 2019Updated 6 years ago
- CNN visualization tool in TensorFlow☆779Mar 16, 2019Updated 7 years ago
- Graph Inference on MoLEcular Topology☆26Mar 25, 2023Updated 3 years ago
- 深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)☆767Apr 8, 2024Updated 2 years ago
- Explainable, more data efficient text classification based on ULMFiT☆11Apr 29, 2020Updated 6 years ago
- A Heat And MoiSture Tracking framEwoRk (HAMSTER) for the evaluation of Lagrangian models☆16Mar 7, 2022Updated 4 years ago