florisvb
diff --git a/‎examples/1_basic_tutorial.ipynb‎
Lines changed: 159 additions & 159 deletions b/‎examples/1_basic_tutorial.ipynb‎
Lines changed: 159 additions & 159 deletions
diff --git a/‎examples/2a_optimizing_parameters_with_dxdt_known.ipynb‎
Lines changed: 9 additions & 9 deletions b/‎examples/2a_optimizing_parameters_with_dxdt_known.ipynb‎
Lines changed: 9 additions & 9 deletions
diff --git a/‎examples/2b_optimizing_parameters_with_dxdt_unknown.ipynb‎
Lines changed: 8 additions & 8 deletions b/‎examples/2b_optimizing_parameters_with_dxdt_unknown.ipynb‎
Lines changed: 8 additions & 8 deletions
@@ -129,7 +129,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.1 Smooth Finite Difference: Mean smoothing"
+    "### 1.1 Mean smoothing"
    ]
   },
   {
@@ -168,7 +168,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.2 Smooth Finite Difference: Median smoothing"
+    "### 1.2 Median smoothing"
    ]
   },
   {
@@ -207,7 +207,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.3 Smooth Finite Difference: Gaussian smoothing"
+    "### 1.3 Gaussian smoothing"
    ]
   },
   {
@@ -246,7 +246,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.4 Smooth Finite Difference: Friedrichs smoothing"
+    "### 1.4 Friedrichs smoothing"
    ]
   },
   {
@@ -285,7 +285,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.5 Smooth Finite Difference: Butterworth smoothing"
+    "### 1.5 Butterworth smoothing"
    ]
   },
   {
@@ -326,7 +326,7 @@
    "source": [
     "## 2. Polynomial-Based Methods\n",
     "\n",
-    "### 2.1 Spline smoothing"
+    "### 2.1 Splines"
    ]
   },
   {
@@ -365,7 +365,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 2.2 Sliding Polynomial Fit"
+    "### 2.2 Sliding polynomial fit"
    ]
   },
   {
@@ -404,7 +404,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 2.3 Savitzky-Golay Filter"
+    "### 2.3 Savitzky-Golay filter"
    ]
   },
   {
@@ -525,7 +525,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 4.2 Convex Total Variation Regularization: regularize acceleration with gaussian smoothing"
+    "### 4.2 TVR acceleration with gaussian smoothing"
    ]
   },
   {
 
@@ -162,7 +162,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.1 Smooth Finite Difference: Mean smoothing"
+    "### 1.1 Mean smoothing"
    ]
   },
   {
@@ -201,7 +201,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.2 Smooth Finite Difference: Median smoothing"
+    "### 1.2 Median smoothing"
    ]
   },
   {
@@ -240,7 +240,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.3 Smooth Finite Difference: Gaussian smoothing"
+    "### 1.3 Gaussian smoothing"
    ]
   },
   {
@@ -279,7 +279,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.4 Smooth Finite Difference: Friedrichs smoothing"
+    "### 1.4 Friedrichs smoothing"
    ]
   },
   {
@@ -318,7 +318,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 1.5 Smooth Finite Difference: Butterworth smoothing"
+    "### 1.5 Butterworth smoothing"
    ]
   },
   {
@@ -398,7 +398,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 2.2 Sliding Polynomial Fit"
+    "### 2.2 Sliding polynomial fit"
    ]
   },
   {
@@ -437,7 +437,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 2.3 Savitzky-Golay Filter"
+    "### 2.3 Savitzky-Golay filter"
    ]
   },
   {
@@ -556,7 +556,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### 4.2 Convex Total Variation Regularization: regularize acceleration with gaussian smoothing"
+    "### 4.2 TVR acceleration with gaussian smoothing"
    ]
   },
   {
Original file line number	Diff line number	Diff line change
`@@ -129,7 +129,7 @@`
`129`	`129`	`"cell_type": "markdown",`
`130`	`130`	`"metadata": {},`
`131`	`131`	`"source": [`
`132`		`- "### 1.1 Smooth Finite Difference: Mean smoothing"`
	`132`	`+ "### 1.1 Mean smoothing"`
`133`	`133`	`]`
`134`	`134`	`},`
`135`	`135`	`{`
`@@ -168,7 +168,7 @@`
`168`	`168`	`"cell_type": "markdown",`
`169`	`169`	`"metadata": {},`
`170`	`170`	`"source": [`
`171`		`- "### 1.2 Smooth Finite Difference: Median smoothing"`
	`171`	`+ "### 1.2 Median smoothing"`
`172`	`172`	`]`
`173`	`173`	`},`
`174`	`174`	`{`
`@@ -207,7 +207,7 @@`
`207`	`207`	`"cell_type": "markdown",`
`208`	`208`	`"metadata": {},`
`209`	`209`	`"source": [`
`210`		`- "### 1.3 Smooth Finite Difference: Gaussian smoothing"`
	`210`	`+ "### 1.3 Gaussian smoothing"`
`211`	`211`	`]`
`212`	`212`	`},`
`213`	`213`	`{`
`@@ -246,7 +246,7 @@`
`246`	`246`	`"cell_type": "markdown",`
`247`	`247`	`"metadata": {},`
`248`	`248`	`"source": [`
`249`		`- "### 1.4 Smooth Finite Difference: Friedrichs smoothing"`
	`249`	`+ "### 1.4 Friedrichs smoothing"`
`250`	`250`	`]`
`251`	`251`	`},`
`252`	`252`	`{`
`@@ -285,7 +285,7 @@`
`285`	`285`	`"cell_type": "markdown",`
`286`	`286`	`"metadata": {},`
`287`	`287`	`"source": [`
`288`		`- "### 1.5 Smooth Finite Difference: Butterworth smoothing"`
	`288`	`+ "### 1.5 Butterworth smoothing"`
`289`	`289`	`]`
`290`	`290`	`},`
`291`	`291`	`{`
`@@ -326,7 +326,7 @@`
`326`	`326`	`"source": [`
`327`	`327`	`"## 2. Polynomial-Based Methods\n",`
`328`	`328`	`"\n",`
`329`		`- "### 2.1 Spline smoothing"`
	`329`	`+ "### 2.1 Splines"`
`330`	`330`	`]`
`331`	`331`	`},`
`332`	`332`	`{`
`@@ -365,7 +365,7 @@`
`365`	`365`	`"cell_type": "markdown",`
`366`	`366`	`"metadata": {},`
`367`	`367`	`"source": [`
`368`		`- "### 2.2 Sliding Polynomial Fit"`
	`368`	`+ "### 2.2 Sliding polynomial fit"`
`369`	`369`	`]`
`370`	`370`	`},`
`371`	`371`	`{`
`@@ -404,7 +404,7 @@`
`404`	`404`	`"cell_type": "markdown",`
`405`	`405`	`"metadata": {},`
`406`	`406`	`"source": [`
`407`		`- "### 2.3 Savitzky-Golay Filter"`
	`407`	`+ "### 2.3 Savitzky-Golay filter"`
`408`	`408`	`]`
`409`	`409`	`},`
`410`	`410`	`{`
`@@ -525,7 +525,7 @@`
`525`	`525`	`"cell_type": "markdown",`
`526`	`526`	`"metadata": {},`
`527`	`527`	`"source": [`
`528`		`- "### 4.2 Convex Total Variation Regularization: regularize acceleration with gaussian smoothing"`
	`528`	`+ "### 4.2 TVR acceleration with gaussian smoothing"`
`529`	`529`	`]`
`530`	`530`	`},`
`531`	`531`	`{`
Original file line number	Diff line number	Diff line change
`@@ -162,7 +162,7 @@`
`162`	`162`	`"cell_type": "markdown",`
`163`	`163`	`"metadata": {},`
`164`	`164`	`"source": [`
`165`		`- "### 1.1 Smooth Finite Difference: Mean smoothing"`
	`165`	`+ "### 1.1 Mean smoothing"`
`166`	`166`	`]`
`167`	`167`	`},`
`168`	`168`	`{`
`@@ -201,7 +201,7 @@`
`201`	`201`	`"cell_type": "markdown",`
`202`	`202`	`"metadata": {},`
`203`	`203`	`"source": [`
`204`		`- "### 1.2 Smooth Finite Difference: Median smoothing"`
	`204`	`+ "### 1.2 Median smoothing"`
`205`	`205`	`]`
`206`	`206`	`},`
`207`	`207`	`{`
`@@ -240,7 +240,7 @@`
`240`	`240`	`"cell_type": "markdown",`
`241`	`241`	`"metadata": {},`
`242`	`242`	`"source": [`
`243`		`- "### 1.3 Smooth Finite Difference: Gaussian smoothing"`
	`243`	`+ "### 1.3 Gaussian smoothing"`
`244`	`244`	`]`
`245`	`245`	`},`
`246`	`246`	`{`
`@@ -279,7 +279,7 @@`
`279`	`279`	`"cell_type": "markdown",`
`280`	`280`	`"metadata": {},`
`281`	`281`	`"source": [`
`282`		`- "### 1.4 Smooth Finite Difference: Friedrichs smoothing"`
	`282`	`+ "### 1.4 Friedrichs smoothing"`
`283`	`283`	`]`
`284`	`284`	`},`
`285`	`285`	`{`
`@@ -318,7 +318,7 @@`
`318`	`318`	`"cell_type": "markdown",`
`319`	`319`	`"metadata": {},`
`320`	`320`	`"source": [`
`321`		`- "### 1.5 Smooth Finite Difference: Butterworth smoothing"`
	`321`	`+ "### 1.5 Butterworth smoothing"`
`322`	`322`	`]`
`323`	`323`	`},`
`324`	`324`	`{`
`@@ -398,7 +398,7 @@`
`398`	`398`	`"cell_type": "markdown",`
`399`	`399`	`"metadata": {},`
`400`	`400`	`"source": [`
`401`		`- "### 2.2 Sliding Polynomial Fit"`
	`401`	`+ "### 2.2 Sliding polynomial fit"`
`402`	`402`	`]`
`403`	`403`	`},`
`404`	`404`	`{`
`@@ -437,7 +437,7 @@`
`437`	`437`	`"cell_type": "markdown",`
`438`	`438`	`"metadata": {},`
`439`	`439`	`"source": [`
`440`		`- "### 2.3 Savitzky-Golay Filter"`
	`440`	`+ "### 2.3 Savitzky-Golay filter"`
`441`	`441`	`]`
`442`	`442`	`},`
`443`	`443`	`{`
`@@ -556,7 +556,7 @@`
`556`	`556`	`"cell_type": "markdown",`
`557`	`557`	`"metadata": {},`
`558`	`558`	`"source": [`
`559`		`- "### 4.2 Convex Total Variation Regularization: regularize acceleration with gaussian smoothing"`
	`559`	`+ "### 4.2 TVR acceleration with gaussian smoothing"`
`560`	`560`	`]`
`561`	`561`	`},`
`562`	`562`	`{`