curriculum-learning

There are 4 repositories under curriculum-learning topic.

Cryolite / kanachan
A Japanese (Riichi) Mahjong AI Framework
mahjong japanese-mahjong riichi-mahjong majsoul mahjong-soul machine-learning game-ai mahjong-ai reinforcement-learning deep-learning deep-reinforcement-learning transformers transformer imitation-learning behavioral-cloning offline-reinforcement-learning dqn curriculum-learning offline-rl
Language:Python 324
Phylliade / awesome-machine-learning-robotics
A curated list of resources about Machine Learning for Robotics
robotics machine-learning deep-learning reinforcement-learning curriculum-learning approximate-inference deep-reinforcement-learning awesome awesome-list
248
zhengli97 / CTKD
[AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"
aaai2023 cifar100 computer-vision imagenet knowledge-distillation dynamic-temperature curriculum-learning
Language:Python 180
Evgeneus / Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
domain-adaptation mtdap graph-neural-networks graph-convolutional-networks graph-domain-adaptation pytorch domainnet office pacs cdan curriculum-learning coteaching computer-vision
Language:Python 103
YangRui2015 / Sparse-Reward-Algorithms
Implement many Sparse Reward algorithms in Gym Fetch environment
curriculum-learning ddpg hindsight-experience-replay imitation-learning sparse-reward-algorithms tensorflow
Language:Python 89
harsh306 / awesome-nn-optimization
Awesome list for Neural Network Optimization methods.
optimization neural-network deep-learning non-convex-optimization convex-optimization awesome-list awesome continuation bifurcation curriculum-learning loss-surface dynamical-systems generalization local-minima convergence-analysis
82
mit-wu-lab / IntersectionZoo
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
autonomous-driving autonomous-vehicles control-theory deep-reinforcement-learning eco-driving generalization intelligent-transportation-systems machine-learning-algorithms multiagent-reinforcement-learning multiagent-systems python transportation reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments meta-learning transfer-learning multi-task-learning pytorch curriculum-learning
Language:Jupyter Notebook 68
linzehui / Curriculum-Learning-PaperList-Materials
Curriculum Learning related papers and materials
curriculum-learning curriculum-learning-paper curriculumlearning paper paperlist
53
peace195 / curriculum-learning-for-deep-learning
Curriculum Learning - Tensorflow
tensorflow curriculum-learning
Language:Python 40
Data_Science_Roadmap
marcoshsq / Data_Science_Roadmap
A curated list of free courses from reputable universities that meet the requirements of an undergraduate curriculum in Data Science, excluding general education. With projects, supporting materials in an organized structure.
analytics computer-science course coursera curriculum-learning data-science machine-learning python self-taught data-analysis data-literacy database machinelearning mathematics nlp-machine-learning open-source ossu statistics study personal-project
32
zzyunzhi / vds
Code for Automatic Curriculum Learning through Value Disagreement
curriculum-learning reinforcement-learning robotics machine-learning
Language:Python 31
VITA-Group / L2O-Training-Techniques
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
learning-to-learn meta-learning training-tricks curriculum-learning imitation-learning self-improving learning-to-optimize
Language:Python 28
ipc-lab / deepjscc-noma
Implementation of "Distributed Deep Joint Source-Channel Coding over a Multiple Access Channel" paper (ICC 2023)
autoencoder curriculum-learning deep-learning deepjscc image-transmission joint-source-channel-coding mac multiple-access noma non-orthogonal-multiple-access wireless-communications multiple-access-channel
Language:Python 27
pmorerio / curriculum-dropout
Code for the paper "Curriculum Dropout", ICCV 2017
cnn-architecture dropout curriculum-learning optimization
Language:Python 26
uw-loci / demo_wsi_superres
WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.
whole-slide-imaging histopathology super-resolution whole-slide-image convolutional-neural-networks generative-adversarial-network deep-learning self-supervised-learning curriculum-learning single-image-super-resolution
Language:Python 26
guillaume-marion / traffic-lights
stable-baselines3 reinforcement learning on SUMO traffic light system
sumo reinforcement-learning curriculum-learning pytorch stable-baselines3 vectorized rl
Language:Python 25
nazmul-karim170 / C-SFDA
[CVPR 2023] Official Implementation of "C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation""
computer-vision curriculum-learning domain-adaptation noisy-labels semantic-segmentation
Language:Python 23
dali92002 / HTRbyMatching
Hadwritten Text Recognition in Few-shot Scenario
few-shot-object-detection one-shot-object-detection handwriting-recognition curriculum-learning faster-rcnn ciphered-manuscripts deep-learning
Language:Python 22
vithursant / SPL-ADVisE
PyTorch code for BMVC 2018 paper: "Self-Paced Learning with Adaptive Visual Embeddings"
curriculum-learning self-paced-learning pytorch metric-learning
Language:Python 21
hengyicai / Adaptive_Multi-curricula_Learning_for_Dialog
The codebase for "Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation" (Cai et al., AAAI 2020)
curriculum-learning dialogue-generation conversational-ai pytorch
Language:Python 20
amathislab / myochallenge
[NeurIPS 2022, Neuron 2024] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
curriculum-learning muscles reinforcement-learning
Language:Python 19
labicon / CurricuLLM
Official code repository for CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models
curriculum-learning llm-robotics
Language:Jupyter Notebook 19
gu-yaowen / CurrMG
An efficient curriculum learning-based strategy for molecular graph learning
curriculum-learning graph-learning molecular-graph-learning molecular-property-prediction training-schedule
Language:Python 18
srinidhiPY / ICCV-CDPATH2021-ID-8
Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology", ICCV, 2021, CDpath Workshop (Oral).
self-supervised-learning curriculum-learning digital-pathology deep-learning
Language:Python 17
adrian9631 / TextSumma
reimplementing Neural Summarization by Extracting Sentences and Words
text-summarization curriculum-learning tensorflow seq2seq
Language:Python 16
NREL / rlc4clr
RLC4CLR employs curriculum learning to train a reinforcement learning controller (RLC) for a distribution system critical load restoration (CLR) problem.
curriculum-learning energy-system reinforcement-learning grid-resilience
Language:Jupyter Notebook 16
aryanasadianuoit / Distilling-Knowledge-via-Intermediate-Classifiers
Distilling Knowledge via Intermediate Classifiers
knowledge-distillation deep-learning fitnet classifier-heads curriculum-learning dih intermediate-representation
Language:Python 15
agakshat / visualdialog-pytorch
Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359
visual-dialog reinforcement-learning multi-agent natural-language-processing curriculum-learning reinforce pytorch emergent-behavior communication dialog computer-vision cvpr2018 icml machine-learning recurrent-neural-networks convolutional-neural-networks
Language:Python 14
Isaac-Somerville / Neural-Networks-for-Solving-Differential-Equations
Codebase for Master's dissertation in Mathematics at Durham University. Topic: applying neural networks to differential equations. Grade: 85/100.
automatic-differentiation burgers-equation curriculum-learning differential-equations durham-university mathematics neural-networks physics-informed-neural-networks python pytorch three-body-problem universal-approximation-theorem
Language:Python 14
YangTuanAnh / ProtoCluster
A multi-stage graph neural network classification pipeline for protein meshes.
3d-geometry community-detection curriculum-learning graph-attention-networks graph-neural-networks protein-classification
Language:Python 14
KoreaMGLEE / Concept-based-curriculum-masking
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking
deep-learning language-model nlp pre-training pytorch bert curriculum-learning
Language:Python 13
Wangpeiyi9979 / HCL-Text2AMR
Code for ACL22 short Paper "Hierarchical Curriculum Learning for AMR Parsing"
abstract-meaning-representation curriculum-learning semantic-parsing
Language:Python 13
StanfordASL / BaRC
Contains the code for "BaRC: Backward Reachability Curriculum for Robotic Reinforcement Learning" by Boris Ivanovic, James Harrison, Apoorva Sharma, Mo Chen, Marco Pavone.
reinforcement-learning curriculum-learning dynamical-systems
Language:Python 12
styfeng / TinyDialogues
Code & data for the EMNLP 2024 paper: Is Child-Directed Speech Effective Training Data for Language Models?
child-directed-speech curriculum-learning artificial-intelligence babylm blimp cognitive-science deep-learning developmental-psychology emnlp2024 gpt-2 gpt-4 language-acquisition language-modeling machine-learning natural-language-processing roberta synthetic-data transformers zorro tinydialogues
Language:Python 11
flowersteam / MAGELLAN
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces
curriculum-learning llm metacognition rl
Language:Python 10
geo-smart / mlgeo-book
Instructor version of the GeoSMART curriculum book for ESS 469/569
curriculum-learning geoscience machine-learning open-source python
Language:Jupyter Notebook 9

curriculum-learning

Cryolite / kanachan

Phylliade / awesome-machine-learning-robotics

zhengli97 / CTKD

Evgeneus / Graph-Domain-Adaptaion

YangRui2015 / Sparse-Reward-Algorithms

harsh306 / awesome-nn-optimization

mit-wu-lab / IntersectionZoo

linzehui / Curriculum-Learning-PaperList-Materials

peace195 / curriculum-learning-for-deep-learning

marcoshsq / Data_Science_Roadmap

zzyunzhi / vds

VITA-Group / L2O-Training-Techniques

ipc-lab / deepjscc-noma

pmorerio / curriculum-dropout

uw-loci / demo_wsi_superres

guillaume-marion / traffic-lights

nazmul-karim170 / C-SFDA

dali92002 / HTRbyMatching

vithursant / SPL-ADVisE

hengyicai / Adaptive_Multi-curricula_Learning_for_Dialog

amathislab / myochallenge

labicon / CurricuLLM

gu-yaowen / CurrMG

srinidhiPY / ICCV-CDPATH2021-ID-8

adrian9631 / TextSumma

NREL / rlc4clr

aryanasadianuoit / Distilling-Knowledge-via-Intermediate-Classifiers

agakshat / visualdialog-pytorch

Isaac-Somerville / Neural-Networks-for-Solving-Differential-Equations

YangTuanAnh / ProtoCluster

KoreaMGLEE / Concept-based-curriculum-masking

Wangpeiyi9979 / HCL-Text2AMR

StanfordASL / BaRC

styfeng / TinyDialogues

flowersteam / MAGELLAN

geo-smart / mlgeo-book